From d15264b8a0d78bfd1fed3577c038aead59799b91 Mon Sep 17 00:00:00 2001 From: Banaan Kiamanesh Date: Tue, 26 May 2026 08:58:02 +0200 Subject: [PATCH 1/2] Add ACO path planner, simulation and assets --- README.md | 7 +- .../plan/aco/ant_colony_path_planner.py | 588 ++++++++++++++++++ .../aco_path_planning/aco_path_planning.py | 144 +++++ .../aco_path_planning/aco_search.gif | Bin 0 -> 275908 bytes .../path_planning/aco_path_planning/map.json | 1 + .../path_planning/aco_path_planning/path.json | 1 + test/test_aco_path_planning.py | 21 + 7 files changed, 761 insertions(+), 1 deletion(-) create mode 100644 src/components/plan/aco/ant_colony_path_planner.py create mode 100644 src/simulations/path_planning/aco_path_planning/aco_path_planning.py create mode 100644 src/simulations/path_planning/aco_path_planning/aco_search.gif create mode 100644 src/simulations/path_planning/aco_path_planning/map.json create mode 100644 src/simulations/path_planning/aco_path_planning/path.json create mode 100644 test/test_aco_path_planning.py diff --git a/README.md b/README.md index 867107ce..6ec292f3 100644 --- a/README.md +++ b/README.md @@ -27,6 +27,7 @@ Python sample codes and documents about Autonomous vehicle control algorithm. Th * [Hybrid A*](#hybrid-a) * [D*](#d) * [Dijkstra](#dijkstra) + * [ACO](#aco) * [PSO](#pso) * [PRM](#prm) * [RRT](#rrt) @@ -133,6 +134,10 @@ Planning with dynamic obstacle replanning #### Dijkstra Planning(Reduce frames by sampling every nth node to prevent memory exhaustion) ![](src/simulations/path_planning/dijkstra_path_planning/dijkstra_search.gif) +#### ACO +Ant Colony Optimization +Author: [Banaan Kiamanesh](https://github.com/BanaanKiamanesh) +![](src/simulations/path_planning/aco_path_planning/aco_search.gif) #### PSO Particle Swarm Optimization ![](src/simulations/path_planning/pso_path_planning/pso_search.gif) @@ -200,4 +205,4 @@ Any contribution by creating an issue or sending a pull request is welcome!! Ple ## Author -[Shisato Yano](https://github.com/ShisatoYano) \ No newline at end of file +[Shisato Yano](https://github.com/ShisatoYano) diff --git a/src/components/plan/aco/ant_colony_path_planner.py b/src/components/plan/aco/ant_colony_path_planner.py new file mode 100644 index 00000000..4111e4d2 --- /dev/null +++ b/src/components/plan/aco/ant_colony_path_planner.py @@ -0,0 +1,588 @@ +""" +ant_colony_path_planner.py + +Ant Colony Optimization (ACO) path planner. + +The planner runs a colony of ants over a 2-D occupancy grid. Each ant +constructs a grid path from start to goal using pheromone strength and a +goal-distance heuristic. Short successful paths deposit more pheromone, +while evaporation keeps the search from locking onto early poor routes. + +Constructor parameters follow the project convention used by +``AStarPathPlanner``, ``PrmPathPlanner``, ``PsoPathPlanner``, etc. + +Author: Banaan Kiamanesh +GitHub: https://github.com/BanaanKiamanesh +""" + +import json +import sys +from pathlib import Path + +import matplotlib.animation as anm +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.colors import ListedColormap + +abs_dir_path = str(Path(__file__).absolute().parent) +relative_path = "/../../../components/" + +sys.path.append(abs_dir_path + relative_path + "visualization") + +from min_max import MinMax # noqa: E402 + + +class AntColonyPathPlanner: + """Ant Colony Optimization path planner on a 2-D occupancy grid.""" + + _MOVES_4 = [(-1, 0), (1, 0), (0, -1), (0, 1)] + _MOVES_8 = [ + (-1, 0), (1, 0), (0, -1), (0, 1), + (-1, -1), (-1, 1), (1, -1), (1, 1), + ] + + def __init__( + self, + start, + goal, + map_file, + *, + x_lim=None, + y_lim=None, + path_filename=None, + gif_name=None, + n_ants=12, + n_iterations=25, + alpha=1.0, + beta=5.0, + evaporation=0.30, + q=150.0, + max_steps=None, + diagonal_motion=True, + elite_fraction=0.10, + stagnation_limit=8, + seed=10, + ): + self.start = tuple(start) + self.goal = tuple(goal) + self.n_ants = n_ants + self.n_iterations = n_iterations + self.alpha = alpha + self.beta = beta + self.evaporation = evaporation + self.q = q + self.diagonal_motion = diagonal_motion + self.elite_fraction = elite_fraction + self.stagnation_limit = stagnation_limit + self._rng = np.random.default_rng(seed) + + self.grid = self._load_grid(map_file) + if x_lim is None or y_lim is None: + raise ValueError("x_lim and y_lim are required for world/grid conversion.") + + x_min, x_max = x_lim.min_value(), x_lim.max_value() + y_min, y_max = y_lim.min_value(), y_lim.max_value() + self.resolution = (x_max - x_min) / self.grid.shape[1] + self.x_range = np.arange(x_min, x_max, self.resolution) + self.y_range = np.arange(y_min, y_max, self.resolution) + self.rows, self.cols = self.grid.shape + self.max_steps = max_steps or 3 * (self.rows + self.cols) + + # BinaryOccupancyGrid stores free cells as 0.0, clearance as 0.75, + # and obstacles as 1.0. Planners in this repo avoid clearance cells. + self.free_mask = np.isclose(self.grid, 0.0) + self.start_idx = self._world_to_grid(self.start) + self.goal_idx = self._world_to_grid(self.goal) + self._validate_endpoint(self.start_idx, "start") + self._validate_endpoint(self.goal_idx, "goal") + + self.pheromone = np.ones((self.rows, self.cols), dtype=float) + self.pheromone[~self.free_mask] = 0.0 + self.heuristic = self._build_heuristic() + self.heuristic_weight = self.heuristic ** self.beta + self.neighbor_map = self._build_neighbor_map() + + self.best_path = None + self.best_cost = np.inf + self.best_cost_history = [] + self.iteration_best_paths = [] + self.path = [] + self.grid_path = [] + + self.search() + + if path_filename and self.path: + sparse = self._make_sparse_path(self.path) + self._save_path(sparse, path_filename) + + self.visualize_search(gif_name) + + @staticmethod + def _load_grid(file_path): + ext = Path(file_path).suffix + if ext == ".npy": + return np.load(file_path) + if ext == ".png": + grid = plt.imread(file_path) + if grid.ndim == 3: + grid = np.mean(grid, axis=2) + return (grid > 0.5).astype(float) + if ext == ".json": + with open(file_path, "r") as f: + return np.array(json.load(f)) + raise ValueError(f"Unsupported grid format: {ext}") + + def _world_to_grid(self, point): + gx = int((point[0] - self.x_range[0]) / self.resolution) + gy = int((point[1] - self.y_range[0]) / self.resolution) + return gx, gy + + def _grid_to_world(self, node): + return ( + self.x_range[0] + node[0] * self.resolution, + self.y_range[0] + node[1] * self.resolution, + ) + + def _in_bounds(self, node): + return 0 <= node[0] < self.cols and 0 <= node[1] < self.rows + + def _is_free_idx(self, node): + return self._in_bounds(node) and self.free_mask[node[1], node[0]] + + def _validate_endpoint(self, node, name): + if not self._in_bounds(node): + raise ValueError(f"{name.capitalize()} point is outside the map.") + if not self._is_free_idx(node): + raise ValueError(f"{name.capitalize()} point is inside an obstacle.") + + def _build_heuristic(self): + yy, xx = np.indices((self.rows, self.cols)) + gx, gy = self.goal_idx + dist = np.hypot(xx - gx, yy - gy) + heuristic = 1.0 / (dist + 1e-6) + heuristic[~self.free_mask] = 0.0 + return heuristic + + def _build_neighbor_map(self): + neighbor_map = [[tuple() for _ in range(self.cols)] for _ in range(self.rows)] + for y in range(self.rows): + for x in range(self.cols): + node = (x, y) + if self._is_free_idx(node): + neighbor_map[y][x] = tuple(self._neighbors_for_node(node)) + return neighbor_map + + def _neighbors_for_node(self, node): + moves = self._MOVES_8 if self.diagonal_motion else self._MOVES_4 + x, y = node + result = [] + + for dx, dy in moves: + next_node = (x + dx, y + dy) + if not self._is_free_idx(next_node): + continue + + if abs(dx) == 1 and abs(dy) == 1: + if not self._is_free_idx((x + dx, y)): + continue + if not self._is_free_idx((x, y + dy)): + continue + + result.append(next_node) + + return result + + def _neighbors(self, node): + return self.neighbor_map[node[1]][node[0]] + + @staticmethod + def _distance(a, b): + return float(np.hypot(a[0] - b[0], a[1] - b[1])) + + def _path_cost(self, path): + cost = 0.0 + for i in range(len(path) - 1): + cost += self._distance(path[i], path[i + 1]) * self.resolution + return cost + + def _choose_next(self, candidates, visited): + weights = [] + total = 0.0 + + for node in candidates: + x, y = node + tau = self.pheromone[y, x] ** self.alpha + revisit_penalty = 0.25 if node in visited else 1.0 + weight = tau * self.heuristic_weight[y, x] * revisit_penalty + weights.append(weight) + total += weight + + if total <= 0.0 or not np.isfinite(total): + return candidates[int(self._rng.integers(len(candidates)))] + + threshold = self._rng.random() * total + cumulative = 0.0 + for node, weight in zip(candidates, weights): + cumulative += weight + if cumulative >= threshold: + return node + return candidates[-1] + + def _construct_path(self): + current = self.start_idx + path = [current] + visited = {current} + + for _ in range(self.max_steps): + if current == self.goal_idx: + return self._remove_cycles(path) + + candidates = self._neighbors(current) + if not candidates: + return None + + if self.goal_idx in candidates: + path.append(self.goal_idx) + return self._remove_cycles(path) + + unvisited = [node for node in candidates if node not in visited] + usable_candidates = unvisited if unvisited else candidates + current = self._choose_next(usable_candidates, visited) + path.append(current) + visited.add(current) + + if path[-1] == self.goal_idx: + return self._remove_cycles(path) + return None + + @staticmethod + def _remove_cycles(path): + cleaned = [] + index_by_node = {} + for node in path: + if node in index_by_node: + keep_until = index_by_node[node] + 1 + for removed in cleaned[keep_until:]: + index_by_node.pop(removed, None) + cleaned = cleaned[:keep_until] + continue + index_by_node[node] = len(cleaned) + cleaned.append(node) + return cleaned + + def _evaporate_pheromone(self): + self.pheromone *= 1.0 - self.evaporation + self.pheromone[~self.free_mask] = 0.0 + self.pheromone = np.maximum(self.pheromone, 1e-6) + self.pheromone[~self.free_mask] = 0.0 + + def _deposit_pheromone(self, path, cost, multiplier=1.0): + if cost <= 0.0: + return + amount = multiplier * self.q / cost + for x, y in path: + self.pheromone[y, x] += amount + + def search(self): + """Run the ant colony search and populate ``path`` if successful.""" + stale_iterations = 0 + + for _ in range(self.n_iterations): + iteration_paths = [] + improved = False + + for _ in range(self.n_ants): + path = self._construct_path() + if path is None: + continue + + cost = self._path_cost(path) + iteration_paths.append((path, cost)) + + if cost < self.best_cost: + self.best_cost = cost + self.best_path = path + improved = True + + self._evaporate_pheromone() + + if iteration_paths: + iteration_paths.sort(key=lambda item: item[1]) + n_elite = max(1, int(len(iteration_paths) * self.elite_fraction)) + + for path, cost in iteration_paths[:n_elite]: + self._deposit_pheromone(path, cost, multiplier=1.0) + + if self.best_path is not None: + self._deposit_pheromone( + self.best_path, + self.best_cost, + multiplier=2.0, + ) + + self.best_cost_history.append(self.best_cost) + self.iteration_best_paths.append( + list(self.best_path) if self.best_path is not None else None + ) + + if improved: + stale_iterations = 0 + elif self.best_path is not None: + stale_iterations += 1 + + if ( + self.best_path is not None + and self.stagnation_limit is not None + and stale_iterations >= self.stagnation_limit + ): + break + + if self.best_path is None: + print("ACO: no feasible path found.") + return + + self.grid_path = self._densify_path( + self._shortcut_path(self._prune_collinear(self.best_path)) + ) + self.path = [self._grid_to_world(node) for node in self.grid_path] + print( + f"ACO: best path cost={self.best_cost:.2f}, " + f"grid_waypoints={len(self.grid_path)}" + ) + + def run(self): + """Return the best grid path and its world-coordinate cost.""" + return self.best_path, self.best_cost + + @staticmethod + def _prune_collinear(path): + if len(path) <= 2: + return path + + pruned = [path[0]] + last_dir = ( + np.sign(path[1][0] - path[0][0]), + np.sign(path[1][1] - path[0][1]), + ) + + for i in range(1, len(path) - 1): + current_dir = ( + np.sign(path[i + 1][0] - path[i][0]), + np.sign(path[i + 1][1] - path[i][1]), + ) + if current_dir != last_dir: + pruned.append(path[i]) + last_dir = current_dir + + pruned.append(path[-1]) + return pruned + + def _line_is_free(self, start, goal): + dx = goal[0] - start[0] + dy = goal[1] - start[1] + steps = max(abs(dx), abs(dy)) * 2 + if steps == 0: + return self._is_free_idx(start) + + for i in range(steps + 1): + t = i / steps + node = ( + int(round(start[0] + dx * t)), + int(round(start[1] + dy * t)), + ) + if not self._is_free_idx(node): + return False + return True + + def _shortcut_path(self, path): + if len(path) <= 2: + return path + + shortened = [path[0]] + i = 0 + while i < len(path) - 1: + j = len(path) - 1 + while j > i + 1 and not self._line_is_free(path[i], path[j]): + j -= 1 + shortened.append(path[j]) + i = j + return shortened + + @staticmethod + def _densify_path(path, max_step_cells=8): + if len(path) <= 1: + return path + + dense = [path[0]] + for start, goal in zip(path[:-1], path[1:]): + dx = goal[0] - start[0] + dy = goal[1] - start[1] + steps = max(1, int(np.ceil(max(abs(dx), abs(dy)) / max_step_cells))) + for step in range(1, steps + 1): + node = ( + int(round(start[0] + dx * step / steps)), + int(round(start[1] + dy * step / steps)), + ) + if node != dense[-1]: + dense.append(node) + return dense + + def _make_sparse_path(self, path, num_points=20): + if len(path) <= num_points: + return [list(p) for p in path] + indices = np.linspace(0, len(path) - 1, num_points, dtype=int) + return [list(path[i]) for i in indices] + + @staticmethod + def _save_path(path, filename): + Path(filename).parent.mkdir(parents=True, exist_ok=True) + with open(filename, "w") as f: + json.dump(path, f) + + def visualize_search(self, gif_name=None): + """Render a GIF showing the best ACO path improving by iteration.""" + if gif_name is None: + return + if not self.iteration_best_paths: + return + + cmap = ListedColormap([ + [1.0, 1.0, 1.0], + [0.5, 0.5, 0.5], + [0.0, 0.0, 0.0], + ]) + + def _disc(grid): + out = np.zeros_like(grid, dtype=int) + out[np.isclose(grid, 0.75)] = 1 + out[grid >= 0.99] = 2 + return out + + grid_disc = _disc(self.grid) + max_search_frames = 80 + step = max(1, len(self.iteration_best_paths) // max_search_frames) + search_frames = list(range(0, len(self.iteration_best_paths), step)) + if search_frames[-1] != len(self.iteration_best_paths) - 1: + search_frames.append(len(self.iteration_best_paths) - 1) + + path_frames = 20 + hold_frames = 15 + offsets = np.cumsum([0, len(search_frames), path_frames, hold_frames]) + total = int(offsets[-1]) + + def _phase(i): + for phase in range(3): + if i < offsets[phase + 1]: + return phase, i - int(offsets[phase]) + return 2, hold_frames - 1 + + def _plot_grid_path(ax, grid_path, **kwargs): + if not grid_path or len(grid_path) < 2: + return + points = [self._grid_to_world(node) for node in grid_path] + ax.plot( + [p[0] for p in points], + [p[1] for p in points], + **kwargs, + ) + + def update(i, ax): + phase, local = _phase(i) + ax.clear() + ax.imshow( + grid_disc, + extent=[ + self.x_range[0], + self.x_range[-1], + self.y_range[0], + self.y_range[-1], + ], + origin="lower", + cmap=cmap, + vmin=0, + vmax=2, + alpha=0.85, + ) + + if phase == 0: + idx = search_frames[min(local, len(search_frames) - 1)] + candidate = self.iteration_best_paths[idx] + _plot_grid_path( + ax, + candidate, + color="#1565C0", + linewidth=2.0, + alpha=0.85, + label="Best Path", + ) + cost = self.best_cost_history[idx] + cost_text = f"{cost:.1f}" if np.isfinite(cost) else "pending" + ax.set_title( + f"ACO Search ({idx + 1}/{len(self.iteration_best_paths)}) | cost={cost_text}", + fontsize=14, + ) + else: + if self.grid_path: + if phase == 1: + n = max( + 1, + int(len(self.grid_path) * (local + 1) / path_frames), + ) + else: + n = len(self.grid_path) + _plot_grid_path( + ax, + self.grid_path[:n], + color="#2E7D32", + linewidth=3.0, + label="Path", + ) + ax.set_title("ACO Final Path", fontsize=14) + + ax.plot(self.start[0], self.start[1], "go", markersize=10, label="Start") + ax.plot(self.goal[0], self.goal[1], "ro", markersize=10, label="Goal") + ax.legend(loc="upper left") + ax.set_xlabel("X [m]", fontsize=12) + ax.set_ylabel("Y [m]", fontsize=12) + ax.set_aspect("equal") + + fig = plt.figure(figsize=(10, 8)) + ax = fig.add_subplot(111) + ax.set_aspect("equal") + + print(f"ACO search animation: {total} frames") + anime = anm.FuncAnimation( + fig, + update, + fargs=(ax,), + frames=total, + interval=60, + repeat=False, + ) + try: + anime.save(gif_name, writer="pillow", fps=12) + print(f"Search GIF saved to {gif_name}") + except Exception as e: + print(f"Error saving search GIF: {e}") + plt.clf() + plt.close() + + +if __name__ == "__main__": + map_file = "map.json" + path_file = "path.json" + gif_path = "aco_search.gif" + + x_lim, y_lim = MinMax(-5, 55), MinMax(-20, 25) + start = (0, 0) + goal = (50, -10) + + planner = AntColonyPathPlanner( + start, + goal, + map_file, + x_lim=x_lim, + y_lim=y_lim, + path_filename=path_file, + gif_name=gif_path, + ) diff --git a/src/simulations/path_planning/aco_path_planning/aco_path_planning.py b/src/simulations/path_planning/aco_path_planning/aco_path_planning.py new file mode 100644 index 00000000..f1638b5f --- /dev/null +++ b/src/simulations/path_planning/aco_path_planning/aco_path_planning.py @@ -0,0 +1,144 @@ +""" +aco_path_planning.py + +Simulation that demonstrates Ant Colony Optimization (ACO) path planning. + +Two GIFs are produced: + 1. **aco_search.gif** - grid animation showing the best ant-colony path + improving over the iterations. + 2. **aco_navigate.gif** - car-following navigation on the planned path + using PurePursuit. + +Author: Banaan Kiamanesh +GitHub: https://github.com/BanaanKiamanesh +""" + +import json +import sys +from pathlib import Path + +abs_dir_path = str(Path(__file__).absolute().parent) +relative_path = "/../../../components/" +relative_simulations = "/../../../simulations/" + +sys.path.append(abs_dir_path + relative_path + "visualization") +sys.path.append(abs_dir_path + relative_path + "state") +sys.path.append(abs_dir_path + relative_path + "vehicle") +sys.path.append(abs_dir_path + relative_path + "obstacle") +sys.path.append(abs_dir_path + relative_path + "mapping/grid") +sys.path.append(abs_dir_path + relative_path + "course/cubic_spline_course") +sys.path.append(abs_dir_path + relative_path + "control/pure_pursuit") +sys.path.append(abs_dir_path + relative_path + "plan/aco") + +from global_xy_visualizer import GlobalXYVisualizer # noqa: E402 +from min_max import MinMax # noqa: E402 +from time_parameters import TimeParameters # noqa: E402 +from vehicle_specification import VehicleSpecification # noqa: E402 +from state import State # noqa: E402 +from four_wheels_vehicle import FourWheelsVehicle # noqa: E402 +from obstacle import Obstacle # noqa: E402 +from obstacle_list import ObstacleList # noqa: E402 +from cubic_spline_course import CubicSplineCourse # noqa: E402 +from pure_pursuit_controller import PurePursuitController # noqa: E402 +from binary_occupancy_grid import BinaryOccupancyGrid # noqa: E402 +from ant_colony_path_planner import AntColonyPathPlanner # noqa: E402 + + +# flag to show plot figure +# when executed as unit test, this flag is set as false +show_plot = True + + +def main(): + """Main process function.""" + + # set simulation parameters + x_lim, y_lim = MinMax(-5, 55), MinMax(-20, 25) + sim_dir = ( + abs_dir_path + + relative_simulations + + "path_planning/aco_path_planning/" + ) + map_path = sim_dir + "map.json" + path_filename = sim_dir + "path.json" + search_gif_path = sim_dir + "aco_search.gif" + navigate_gif_path = sim_dir + "aco_navigate.gif" + + # ---- grid + static obstacles ---- + occ_grid = BinaryOccupancyGrid( + x_lim, + y_lim, + resolution=0.5, + clearance=1.5, + map_path=map_path, + ) + + obst_list = ObstacleList() + obst_list.add_obstacle( + Obstacle(State(x_m=10.0, y_m=15.0), length_m=10, width_m=8) + ) + obst_list.add_obstacle( + Obstacle(State(x_m=40.0, y_m=0.0), length_m=2, width_m=10) + ) + occ_grid.add_object(obst_list) + occ_grid.save_map() + + # ---- ACO plan ---- + planner = AntColonyPathPlanner( + (0, 0), + (50, -10), + map_path, + x_lim=x_lim, + y_lim=y_lim, + path_filename=path_filename, + gif_name=search_gif_path if show_plot else None, + n_ants=12, + n_iterations=25, + alpha=1.0, + beta=5.0, + evaporation=0.30, + q=150.0, + stagnation_limit=8, + seed=10, + ) + + if not planner.path: + print("ACO: no path found - aborting.") + return + + # ---- navigation GIF (car following) ---- + with open(path_filename, "r") as f: + sparse_path = json.load(f) + + sparse_x = [p[0] for p in sparse_path] + sparse_y = [p[1] for p in sparse_path] + + course = CubicSplineCourse(sparse_x, sparse_y, 20) + + vis = GlobalXYVisualizer( + x_lim, + y_lim, + TimeParameters(span_sec=25), + show_zoom=False, + gif_name=navigate_gif_path, + ) + vis.add_object(obst_list) + vis.add_object(course) + + spec = VehicleSpecification() + pure_pursuit = PurePursuitController(spec, course) + vehicle = FourWheelsVehicle( + State(color=spec.color), + spec, + controller=pure_pursuit, + show_zoom=False, + ) + vis.add_object(vehicle) + + if not show_plot: + vis.not_show_plot() + vis.draw() + + +if __name__ == "__main__": + main() diff --git a/src/simulations/path_planning/aco_path_planning/aco_search.gif b/src/simulations/path_planning/aco_path_planning/aco_search.gif new file mode 100644 index 0000000000000000000000000000000000000000..bdf8bca99aa049fe2da674bf0fcc9be2e244f304 GIT binary patch literal 275908 zcmdSgWlUUA*eCEYV9*)dVQ?u{+!@>{v{-Qpr4%d0i

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00000000..3de4f970 --- /dev/null +++ b/src/simulations/path_planning/aco_path_planning/path.json @@ -0,0 +1 @@ +[[0.0, 0.0], [4.0, -1.5], [7.5, -2.5], [11.5, -4.0], [15.5, -5.5], [19.0, -6.5], [23.0, -8.0], [26.5, -9.0], [30.5, -10.5], [34.5, -12.0], [38.0, -13.0], [42.0, -14.5], [46.0, -12.0], [50.0, -10.0]] \ No newline at end of file diff --git a/test/test_aco_path_planning.py b/test/test_aco_path_planning.py new file mode 100644 index 00000000..958f16fd --- /dev/null +++ b/test/test_aco_path_planning.py @@ -0,0 +1,21 @@ +""" +Test of ACO path planning and navigation simulation + +Author: Banaan Kiamanesh +GitHub: https://github.com/BanaanKiamanesh +""" + +from pathlib import Path +import sys + +sys.path.append( + str(Path(__file__).absolute().parent) + + "/../src/simulations/path_planning/aco_path_planning" +) +import aco_path_planning # noqa: E402 + + +def test_simulation(): + aco_path_planning.show_plot = False + + aco_path_planning.main() From 9a2dd4e2ef0c92fd4d9ddb0294bcd4ece7382297 Mon Sep 17 00:00:00 2001 From: Banaan Kiamanesh Date: Tue, 9 Jun 2026 09:49:34 +0200 Subject: [PATCH 2/2] Add Q-Learning path planner and assets Introduce a new QLearningPathPlanner implementation for 2D occupancy grids, including training, greedy extraction, BFS bootstrap, path postprocessing, GIF visualization, and utility methods for value maps and policy arrows. --- README.md | 95 ++- .../q_learning/q_learning_path_planner.py | 765 ++++++++++++++++++ .../q_learning_path_planning/map.json | 1 + .../q_learning_path_planning/path.json | 1 + .../q_learning_path_planning.py | 147 ++++ .../q_learning_search.gif | Bin 0 -> 529449 bytes test/test_q_learning_path_planning.py | 21 + 7 files changed, 986 insertions(+), 44 deletions(-) create mode 100644 src/components/plan/q_learning/q_learning_path_planner.py create mode 100644 src/simulations/path_planning/q_learning_path_planning/map.json create mode 100644 src/simulations/path_planning/q_learning_path_planning/path.json create mode 100644 src/simulations/path_planning/q_learning_path_planning/q_learning_path_planning.py create mode 100644 src/simulations/path_planning/q_learning_path_planning/q_learning_search.gif create mode 100644 test/test_q_learning_path_planning.py diff --git a/README.md b/README.md index 6ec292f3..30776d58 100644 --- a/README.md +++ b/README.md @@ -7,48 +7,53 @@ Python sample codes and documents about Autonomous vehicle control algorithm. Th ## Table of Contents -* [What is this?](#what-is-this) -* [Goal of this project](#goal-of-this-project) -* [Requirements](#requirements) -* [How to use](#how-to-use) -* [Examples of Simulation](#examples-of-simulation) - * [Localization](#localization) - * [Extended Kalman Filter Localization](#extended-kalman-filter-localization) - * [Unscented Kalman Filter Localization](#unscented-kalman-filter-localization) - * [Particle Filter Localization](#particle-filter-localization) - * [Mapping](#mapping) - * [Binary Occupancy Grid Map](#binary-occupancy-grid-map) - * [Cost Map](#cost-map) - * [Potential Field Map](#potential-field-map) - * [NDT Map](#ndt-map) - * [Path Planning](#path-planning) - * [A*](#a) - * [Bidirectional A*](#bidirectional-a) - * [Hybrid A*](#hybrid-a) - * [D*](#d) - * [Dijkstra](#dijkstra) - * [ACO](#aco) - * [PSO](#pso) - * [PRM](#prm) - * [RRT](#rrt) - * [Bidirectional RRT*](#bidirectional-rrt) - * [RRT*](#rrt-star) - * [Informed RRT*](#informed-rrt) - * [Path Tracking](#path-tracking) - * [Pure pursuit Path Tracking](#pure-pursuit-path-tracking) - * [Adaptive Pure pursuit Path Tracking](#adaptive-pure-pursuit-path-tracking) - * [Rear wheel feedback Path Tracking](#rear-wheel-feedback-path-tracking) - * [LQR(Linear Quadratic Regulator) Path Tracking](#lqrlinear-quadratic-regulator-path-tracking) - * [Stanley steering control Path tracking](#stanley-steering-control-path-tracking) - * [MPPI Path Tracking](#mppi-path-tracking) - * [Perception](#perception) - * [Rectangle fitting Detection](#rectangle-fitting-detection) - * [Sensor's Extrinsic Parameters Estimation](#sensors-extrinsic-parameters-estimation) -* [Documents](#documents) -* [License](#license) -* [Use Case](#use-case) -* [Contribution](#contribution) -* [Author](#author) +- [AutonomousVehicleControlBeginnersGuide](#autonomousvehiclecontrolbeginnersguide) + - [Table of Contents](#table-of-contents) + - [What is this?](#what-is-this) + - [Goal of this project](#goal-of-this-project) + - [Requirements](#requirements) + - [How to use](#how-to-use) + - [Examples of Simulation](#examples-of-simulation) + - [Localization](#localization) + - [Extended Kalman Filter Localization](#extended-kalman-filter-localization) + - [Unscented Kalman Filter Localization](#unscented-kalman-filter-localization) + - [Particle Filter Localization](#particle-filter-localization) + - [Mapping](#mapping) + - [Binary Occupancy Grid Map](#binary-occupancy-grid-map) + - [Cost Map](#cost-map) + - [Potential Field Map](#potential-field-map) + - [NDT Map](#ndt-map) + - [Path Planning](#path-planning) + - [A\*](#a) + - [Bidirectional A\*](#bidirectional-a) + - [Hybrid A\*](#hybrid-a) + - [D\*](#d) + - [Dijkstra](#dijkstra) + - [ACO](#aco) + - [Q-Learning](#q-learning) + - [PSO](#pso) + - [PRM](#prm) + - [Elastic Bands](#elastic-bands) + - [RRT](#rrt) + - [Bidirectional RRT\*](#bidirectional-rrt) + - [RRT\*](#rrt-1) + - [Informed RRT\*](#informed-rrt) + - [Path Tracking](#path-tracking) + - [Pure pursuit Path Tracking](#pure-pursuit-path-tracking) + - [Adaptive Pure pursuit Path Tracking](#adaptive-pure-pursuit-path-tracking) + - [Rear wheel feedback Path Tracking](#rear-wheel-feedback-path-tracking) + - [LQR(Linear Quadratic Regulator) Path Tracking](#lqrlinear-quadratic-regulator-path-tracking) + - [Stanley steering control Path Tracking](#stanley-steering-control-path-tracking) + - [MPPI Path Tracking](#mppi-path-tracking) + - [MPC Path Tracking](#mpc-path-tracking) + - [Perception](#perception) + - [Rectangle fitting Detection](#rectangle-fitting-detection) + - [Sensor's Extrinsic Parameters Estimation](#sensors-extrinsic-parameters-estimation) + - [Documents](#documents) + - [License](#license) + - [Use Case](#use-case) + - [Contribution](#contribution) + - [Author](#author) ## What is this? @@ -135,9 +140,11 @@ Planning with dynamic obstacle replanning Planning(Reduce frames by sampling every nth node to prevent memory exhaustion) ![](src/simulations/path_planning/dijkstra_path_planning/dijkstra_search.gif) #### ACO -Ant Colony Optimization -Author: [Banaan Kiamanesh](https://github.com/BanaanKiamanesh) +Ant Colony Optimization ![](src/simulations/path_planning/aco_path_planning/aco_search.gif) +#### Q-Learning +Reinforcement learning with a Q-table policy +![](src/simulations/path_planning/q_learning_path_planning/q_learning_search.gif) #### PSO Particle Swarm Optimization ![](src/simulations/path_planning/pso_path_planning/pso_search.gif) diff --git a/src/components/plan/q_learning/q_learning_path_planner.py b/src/components/plan/q_learning/q_learning_path_planner.py new file mode 100644 index 00000000..993abf58 --- /dev/null +++ b/src/components/plan/q_learning/q_learning_path_planner.py @@ -0,0 +1,765 @@ +""" +q_learning_path_planner.py + +Q-learning path planner. + +The planner learns action values on a 2-D occupancy grid. Episodes start +at the start cell, use epsilon-greedy exploration, and update a Q-table +with rewards for reaching the goal and penalties for long or repeated +motion. The learned greedy policy is converted to a path for navigation. + +Constructor parameters follow the project convention used by +``AStarPathPlanner``, ``PrmPathPlanner``, ``PsoPathPlanner``, etc. + +Author: Banaan Kiamanesh +GitHub: https://github.com/BanaanKiamanesh +""" + +from collections import deque +import json +import sys +from pathlib import Path + +import matplotlib.animation as anm +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.colors import ListedColormap + +abs_dir_path = str(Path(__file__).absolute().parent) +relative_path = "/../../../components/" + +sys.path.append(abs_dir_path + relative_path + "visualization") + +from min_max import MinMax # noqa: E402 + + +class QLearningPathPlanner: + """Q-learning path planner on a 2-D occupancy grid.""" + + def __init__( + self, + start, + goal, + map_file, + *, + x_lim=None, + y_lim=None, + path_filename=None, + gif_name=None, + n_episodes=450, + alpha=0.15, + gamma=0.98, + epsilon_start=1.0, + epsilon_min=0.05, + epsilon_decay=0.990, + goal_reward=120.0, + step_penalty=1.0, + revisit_penalty=0.25, + diagonal_motion=True, + max_steps=None, + bootstrap_path=True, + seed=10, + ): + self.start = tuple(start) + self.goal = tuple(goal) + self.n_episodes = n_episodes + self.alpha = alpha + self.gamma = gamma + self.epsilon_start = epsilon_start + self.epsilon_min = epsilon_min + self.epsilon_decay = epsilon_decay + self.goal_reward = goal_reward + self.step_penalty = step_penalty + self.revisit_penalty = revisit_penalty + self.diagonal_motion = diagonal_motion + self.bootstrap_path = bootstrap_path + self.rng = np.random.default_rng(seed) + + self.raw_grid = self._load_grid(map_file) + if x_lim is None or y_lim is None: + raise ValueError("x_lim and y_lim are required for world/grid conversion.") + + x_min, x_max = x_lim.min_value(), x_lim.max_value() + y_min, y_max = y_lim.min_value(), y_lim.max_value() + self.resolution = (x_max - x_min) / self.raw_grid.shape[1] + self.x_range = np.arange(x_min, x_max, self.resolution) + self.y_range = np.arange(y_min, y_max, self.resolution) + + # BinaryOccupancyGrid stores free cells as 0.0, clearance as 0.75, + # and obstacles as 1.0. Path planners in this repo avoid both + # clearance and obstacle cells. + self.grid = (self.raw_grid > 0).astype(np.uint8) + self.rows, self.cols = self.grid.shape + self.n_states = self.rows * self.cols + self.max_steps = max_steps or 4 * (self.rows + self.cols) + + self.start_idx = self._world_to_grid_rc(self.start) + self.goal_idx = self._world_to_grid_rc(self.goal) + self._validate_endpoint(self.start_idx, "start") + self._validate_endpoint(self.goal_idx, "goal") + self.start_state = self.node_id(self.start_idx) + self.goal_state = self.node_id(self.goal_idx) + + self.actions = self.build_actions() + self.n_actions = len(self.actions) + self.q_table = np.zeros((self.n_states, self.n_actions), dtype=float) + self.valid_actions = self.precompute_valid_actions() + self.goal_distance = self.precompute_goal_distance() + + self.bfs_path = self.shortest_path_bfs() + if self.bfs_path is None: + raise ValueError("No feasible path exists between start and goal.") + if self.bootstrap_path: + self._bootstrap_q_table_from_path(self.bfs_path) + + self.episode_rewards = [] + self.episode_steps = [] + self.best_path = None + self.best_cost = np.inf + self.best_cost_history = [] + self.best_path_history = [] + self.grid_path = [] + self.path = [] + + self.train() + + if path_filename and self.path: + sparse = self._make_sparse_path(self.path) + self._save_path(sparse, path_filename) + + self.visualize_search(gif_name) + + @staticmethod + def _load_grid(file_path): + ext = Path(file_path).suffix + if ext == ".npy": + return np.load(file_path) + if ext == ".png": + grid = plt.imread(file_path) + if grid.ndim == 3: + grid = np.mean(grid, axis=2) + return (grid > 0.5).astype(float) + if ext == ".json": + with open(file_path, "r") as f: + return np.array(json.load(f)) + raise ValueError(f"Unsupported grid format: {ext}") + + def _world_to_grid_rc(self, point): + col = int((point[0] - self.x_range[0]) / self.resolution) + row = int((point[1] - self.y_range[0]) / self.resolution) + return row, col + + def _grid_to_world(self, node): + row, col = node + return ( + self.x_range[0] + col * self.resolution, + self.y_range[0] + row * self.resolution, + ) + + def _in_bounds(self, node): + return 0 <= node[0] < self.rows and 0 <= node[1] < self.cols + + def _validate_endpoint(self, node, name): + if not self._in_bounds(node): + raise ValueError(f"{name.capitalize()} point is outside the map.") + if self.grid[node] == 1: + raise ValueError(f"{name.capitalize()} point is inside an obstacle.") + + def build_actions(self): + if self.diagonal_motion: + return [ + (-1, 0, 1.0), + (1, 0, 1.0), + (0, -1, 1.0), + (0, 1, 1.0), + (-1, -1, np.sqrt(2.0)), + (-1, 1, np.sqrt(2.0)), + (1, -1, np.sqrt(2.0)), + (1, 1, np.sqrt(2.0)), + ] + + return [ + (-1, 0, 1.0), + (1, 0, 1.0), + (0, -1, 1.0), + (0, 1, 1.0), + ] + + def node_id(self, node): + return node[0] * self.cols + node[1] + + def node_rc(self, state): + return divmod(state, self.cols) + + def precompute_valid_actions(self): + valid_actions = [[] for _ in range(self.n_states)] + + for r in range(self.rows): + for c in range(self.cols): + if self.grid[r, c] == 1: + continue + + state = self.node_id((r, c)) + + for action_id, (dr, dc, _) in enumerate(self.actions): + nr = r + dr + nc = c + dc + + if not (0 <= nr < self.rows and 0 <= nc < self.cols): + continue + + if self.grid[nr, nc] == 1: + continue + + if abs(dr) == 1 and abs(dc) == 1: + if self.grid[r + dr, c] == 1 or self.grid[r, c + dc] == 1: + continue + + valid_actions[state].append(action_id) + + return [np.array(actions, dtype=np.int32) for actions in valid_actions] + + def precompute_goal_distance(self): + goal_r, goal_c = self.goal_idx + distance = np.empty(self.n_states, dtype=float) + + for state in range(self.n_states): + r, c = self.node_rc(state) + distance[state] = np.hypot(r - goal_r, c - goal_c) + + return distance + + def shortest_path_bfs(self): + queue = deque([self.start_state]) + previous = np.full(self.n_states, -1, dtype=np.int32) + visited = np.zeros(self.n_states, dtype=bool) + visited[self.start_state] = True + + while queue: + current = queue.popleft() + if current == self.goal_state: + break + + for action_id in self.valid_actions[current]: + next_state, _, _ = self.step(current, action_id, set()) + if not visited[next_state]: + visited[next_state] = True + previous[next_state] = current + queue.append(next_state) + + if not visited[self.goal_state]: + return None + + path = [] + current = self.goal_state + while current != -1: + path.append(current) + current = previous[current] + + path.reverse() + return self.states_to_path(path) + + def _action_between(self, current, next_node): + dr = next_node[0] - current[0] + dc = next_node[1] - current[1] + for action_id, (action_dr, action_dc, _) in enumerate(self.actions): + if dr == action_dr and dc == action_dc: + return action_id + return None + + def _bootstrap_q_table_from_path(self, path): + """Seed the Q-table with a known feasible route for the large demo map.""" + n = len(path) + for index, (current, next_node) in enumerate(zip(path[:-1], path[1:])): + action_id = self._action_between(current, next_node) + if action_id is None: + continue + state = self.node_id(current) + remaining = n - index + self.q_table[state, action_id] = self.goal_reward / max(1, remaining) + + def select_action(self, state, epsilon): + actions = self.valid_actions[state] + + if actions.size == 0: + return None + + if self.rng.random() < epsilon: + return int(self.rng.choice(actions)) + + action_values = self.q_table[state, actions] + max_value = np.max(action_values) + best_actions = actions[action_values == max_value] + + return int(self.rng.choice(best_actions)) + + def step(self, state, action_id, visited): + r, c = self.node_rc(state) + dr, dc, move_cost = self.actions[action_id] + nr = r + dr + nc = c + dc + next_state = self.node_id((nr, nc)) + + reward = -self.step_penalty * move_cost + reward += 0.05 * (self.goal_distance[state] - self.goal_distance[next_state]) + done = False + + if next_state in visited: + reward -= self.revisit_penalty + + if next_state == self.goal_state: + reward += self.goal_reward + done = True + + return next_state, reward, done + + def train(self): + epsilon = self.epsilon_start + + for _ in range(self.n_episodes): + state = self.start_state + total_reward = 0.0 + visited = {state} + path_states = [state] + reached_goal = False + step_number = 0 + + for step_number in range(1, self.max_steps + 1): + action_id = self.select_action(state, epsilon) + if action_id is None: + break + + next_state, reward, done = self.step(state, action_id, visited) + next_actions = self.valid_actions[next_state] + + if next_actions.size > 0: + next_best_q = np.max(self.q_table[next_state, next_actions]) + else: + next_best_q = 0.0 + + old_q = self.q_table[state, action_id] + target = reward + self.gamma * next_best_q * (not done) + self.q_table[state, action_id] = old_q + self.alpha * (target - old_q) + + total_reward += reward + state = next_state + visited.add(state) + path_states.append(state) + + if done: + reached_goal = True + break + + if reached_goal: + clean_states = self._remove_cycles(path_states) + candidate_path = self.states_to_path(clean_states) + candidate_path = self._densify_path( + self._shortcut_path(self._prune_collinear(candidate_path)) + ) + cost = self.path_cost(candidate_path) + if cost < self.best_cost: + self.best_cost = cost + self.best_path = candidate_path + + self.episode_rewards.append(total_reward) + self.episode_steps.append(step_number) + self.best_cost_history.append(self.best_cost) + self.best_path_history.append(list(self.best_path) if self.best_path else None) + + epsilon = max(self.epsilon_min, epsilon * self.epsilon_decay) + + greedy_path = self.extract_greedy_path() + if greedy_path is not None: + greedy_path = self._densify_path( + self._shortcut_path(self._prune_collinear(greedy_path)) + ) + greedy_cost = self.path_cost(greedy_path) + if greedy_cost < self.best_cost: + self.best_path = greedy_path + self.best_cost = greedy_cost + + if self.best_path is None: + self.best_path = self._densify_path( + self._shortcut_path(self._prune_collinear(self.bfs_path)) + ) + self.best_cost = self.path_cost(self.best_path) + print("Q-learning: using BFS fallback path after training.") + + self.grid_path = self.best_path + self.path = [self._grid_to_world(node) for node in self.grid_path] + print( + f"Q-learning: best path cost={self.best_cost:.2f}, " + f"grid_waypoints={len(self.grid_path)}" + ) + + return self.best_path, self.best_cost + + def extract_greedy_path(self): + state = self.start_state + path_states = [state] + visited = {state} + + for _ in range(self.max_steps): + if state == self.goal_state: + return self.states_to_path(path_states) + + actions = self.valid_actions[state] + if actions.size == 0: + return None + + action_values = self.q_table[state, actions] + sorted_indices = np.argsort(action_values)[::-1] + selected_next_state = None + + for index in sorted_indices: + action_id = int(actions[index]) + next_state, _, _ = self.step(state, action_id, visited) + + if next_state not in visited or next_state == self.goal_state: + selected_next_state = next_state + break + + if selected_next_state is None: + return None + + state = selected_next_state + path_states.append(state) + visited.add(state) + + if path_states[-1] == self.goal_state: + return self.states_to_path(path_states) + return None + + @staticmethod + def _remove_cycles(states): + cleaned = [] + index_by_state = {} + for state in states: + if state in index_by_state: + keep_until = index_by_state[state] + 1 + for removed in cleaned[keep_until:]: + index_by_state.pop(removed, None) + cleaned = cleaned[:keep_until] + continue + index_by_state[state] = len(cleaned) + cleaned.append(state) + return cleaned + + def states_to_path(self, states): + return [self.node_rc(state) for state in states] + + def path_cost_states(self, states): + cost = 0.0 + + for i in range(len(states) - 1): + r1, c1 = self.node_rc(states[i]) + r2, c2 = self.node_rc(states[i + 1]) + cost += np.hypot(r2 - r1, c2 - c1) + + return cost + + @staticmethod + def path_cost(path): + cost = 0.0 + + for i in range(len(path) - 1): + r1, c1 = path[i] + r2, c2 = path[i + 1] + cost += np.hypot(r2 - r1, c2 - c1) + + return cost + + def _line_is_free(self, start, goal): + dr = goal[0] - start[0] + dc = goal[1] - start[1] + steps = max(abs(dr), abs(dc)) * 2 + if steps == 0: + return self.grid[start] == 0 + + for i in range(steps + 1): + t = i / steps + node = ( + int(round(start[0] + dr * t)), + int(round(start[1] + dc * t)), + ) + if not self._in_bounds(node) or self.grid[node] == 1: + return False + return True + + @staticmethod + def _prune_collinear(path): + if len(path) <= 2: + return path + + pruned = [path[0]] + last_dir = ( + np.sign(path[1][0] - path[0][0]), + np.sign(path[1][1] - path[0][1]), + ) + + for i in range(1, len(path) - 1): + current_dir = ( + np.sign(path[i + 1][0] - path[i][0]), + np.sign(path[i + 1][1] - path[i][1]), + ) + if current_dir != last_dir: + pruned.append(path[i]) + last_dir = current_dir + + pruned.append(path[-1]) + return pruned + + def _shortcut_path(self, path): + if len(path) <= 2: + return path + + shortened = [path[0]] + i = 0 + while i < len(path) - 1: + j = len(path) - 1 + while j > i + 1 and not self._line_is_free(path[i], path[j]): + j -= 1 + shortened.append(path[j]) + i = j + return shortened + + @staticmethod + def _densify_path(path, max_step_cells=8): + if len(path) <= 1: + return path + + dense = [path[0]] + for start, goal in zip(path[:-1], path[1:]): + dr = goal[0] - start[0] + dc = goal[1] - start[1] + steps = max(1, int(np.ceil(max(abs(dr), abs(dc)) / max_step_cells))) + for step in range(1, steps + 1): + node = ( + int(round(start[0] + dr * step / steps)), + int(round(start[1] + dc * step / steps)), + ) + if node != dense[-1]: + dense.append(node) + return dense + + def _make_sparse_path(self, path, num_points=20): + if len(path) <= num_points: + return [list(p) for p in path] + indices = np.linspace(0, len(path) - 1, num_points, dtype=int) + return [list(path[i]) for i in indices] + + @staticmethod + def _save_path(path, filename): + Path(filename).parent.mkdir(parents=True, exist_ok=True) + with open(filename, "w") as f: + json.dump(path, f) + + def get_value_map(self): + value_map = np.full(self.grid.shape, np.nan, dtype=float) + + for state in range(self.n_states): + r, c = self.node_rc(state) + + if self.grid[r, c] == 1: + continue + + actions = self.valid_actions[state] + if actions.size == 0: + value_map[r, c] = 0.0 + else: + value_map[r, c] = np.max(self.q_table[state, actions]) + + return value_map + + def get_policy_arrows(self, stride=6, min_abs_q=1e-6): + x = [] + y = [] + u = [] + v = [] + + for r in range(0, self.rows, stride): + for c in range(0, self.cols, stride): + state = self.node_id((r, c)) + + if self.grid[r, c] == 1 or state == self.goal_state: + continue + + actions = self.valid_actions[state] + if actions.size == 0: + continue + + action_values = self.q_table[state, actions] + if np.max(np.abs(action_values)) <= min_abs_q: + continue + + best_action = actions[np.argmax(action_values)] + dr, dc, _ = self.actions[best_action] + + wx, wy = self._grid_to_world((r, c)) + x.append(wx) + y.append(wy) + u.append(dc * self.resolution) + v.append(dr * self.resolution) + + return np.array(x), np.array(y), np.array(u), np.array(v) + + def visualize_search(self, gif_name=None): + """Render a GIF showing training progress and the learned policy.""" + if gif_name is None: + return + + cmap = ListedColormap([ + [1.0, 1.0, 1.0], + [0.5, 0.5, 0.5], + [0.0, 0.0, 0.0], + ]) + + def _disc(grid): + out = np.zeros_like(grid, dtype=int) + out[np.isclose(grid, 0.75)] = 1 + out[grid >= 0.99] = 2 + return out + + grid_disc = _disc(self.raw_grid) + max_search_frames = 60 + step = max(1, len(self.best_path_history) // max_search_frames) + search_frames = list(range(0, len(self.best_path_history), step)) + if search_frames[-1] != len(self.best_path_history) - 1: + search_frames.append(len(self.best_path_history) - 1) + + path_frames = 20 + hold_frames = 15 + offsets = np.cumsum([0, len(search_frames), path_frames, hold_frames]) + total = int(offsets[-1]) + + def _phase(i): + for phase in range(3): + if i < offsets[phase + 1]: + return phase, i - int(offsets[phase]) + return 2, hold_frames - 1 + + def _plot_grid_path(ax, grid_path, **kwargs): + if not grid_path or len(grid_path) < 2: + return + points = [self._grid_to_world(node) for node in grid_path] + ax.plot( + [p[0] for p in points], + [p[1] for p in points], + **kwargs, + ) + + def update(i, ax): + phase, local = _phase(i) + ax.clear() + ax.imshow( + grid_disc, + extent=[ + self.x_range[0], + self.x_range[-1], + self.y_range[0], + self.y_range[-1], + ], + origin="lower", + cmap=cmap, + vmin=0, + vmax=2, + alpha=0.85, + ) + + if phase == 0: + idx = search_frames[min(local, len(search_frames) - 1)] + candidate = self.best_path_history[idx] + _plot_grid_path( + ax, + candidate, + color="#1565C0", + linewidth=2.0, + alpha=0.85, + label="Best Path", + ) + cost = self.best_cost_history[idx] + cost_text = f"{cost:.1f}" if np.isfinite(cost) else "pending" + ax.set_title( + f"Q-learning Training ({idx + 1}/{self.n_episodes}) | cost={cost_text}", + fontsize=14, + ) + else: + if self.grid_path: + if phase == 1: + n = max( + 1, + int(len(self.grid_path) * (local + 1) / path_frames), + ) + else: + n = len(self.grid_path) + _plot_grid_path( + ax, + self.grid_path[:n], + color="#2E7D32", + linewidth=3.0, + label="Path", + ) + + if phase == 2: + x, y, u, v = self.get_policy_arrows() + ax.quiver( + x, + y, + u, + v, + angles="xy", + scale_units="xy", + scale=1.8, + width=0.003, + color="#455A64", + alpha=0.45, + ) + ax.set_title("Q-learning Final Policy", fontsize=14) + + ax.plot(self.start[0], self.start[1], "go", markersize=10, label="Start") + ax.plot(self.goal[0], self.goal[1], "ro", markersize=10, label="Goal") + ax.legend(loc="upper left") + ax.set_xlabel("X [m]", fontsize=12) + ax.set_ylabel("Y [m]", fontsize=12) + ax.set_aspect("equal") + + fig = plt.figure(figsize=(10, 8)) + ax = fig.add_subplot(111) + ax.set_aspect("equal") + + print(f"Q-learning search animation: {total} frames") + anime = anm.FuncAnimation( + fig, + update, + fargs=(ax,), + frames=total, + interval=60, + repeat=False, + ) + try: + anime.save(gif_name, writer="pillow", fps=12) + print(f"Search GIF saved to {gif_name}") + except Exception as e: + print(f"Error saving search GIF: {e}") + plt.clf() + plt.close() + + +if __name__ == "__main__": + map_file = "map.json" + path_file = "path.json" + gif_path = "q_learning_search.gif" + + x_lim, y_lim = MinMax(-5, 55), MinMax(-20, 25) + start = (0, 0) + goal = (50, -10) + + planner = QLearningPathPlanner( + start, + goal, + map_file, + x_lim=x_lim, + y_lim=y_lim, + path_filename=path_file, + gif_name=gif_path, + ) diff --git a/src/simulations/path_planning/q_learning_path_planning/map.json b/src/simulations/path_planning/q_learning_path_planning/map.json new file mode 100644 index 00000000..0d8e2b81 --- /dev/null +++ b/src/simulations/path_planning/q_learning_path_planning/map.json @@ -0,0 +1 @@ +[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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b/src/simulations/path_planning/q_learning_path_planning/q_learning_path_planning.py new file mode 100644 index 00000000..a2046c2b --- /dev/null +++ b/src/simulations/path_planning/q_learning_path_planning/q_learning_path_planning.py @@ -0,0 +1,147 @@ +""" +q_learning_path_planning.py + +Simulation that demonstrates Q-learning path planning. + +Two GIFs are produced: + 1. **q_learning_search.gif** - grid animation showing training progress + and the learned greedy policy. + 2. **q_learning_navigate.gif** - car-following navigation on the planned + path using PurePursuit. + +Author: Banaan Kiamanesh +GitHub: https://github.com/BanaanKiamanesh +""" + +import json +import sys +from pathlib import Path + +abs_dir_path = str(Path(__file__).absolute().parent) +relative_path = "/../../../components/" +relative_simulations = "/../../../simulations/" + +sys.path.append(abs_dir_path + relative_path + "visualization") +sys.path.append(abs_dir_path + relative_path + "state") +sys.path.append(abs_dir_path + relative_path + "vehicle") +sys.path.append(abs_dir_path + relative_path + "obstacle") +sys.path.append(abs_dir_path + relative_path + "mapping/grid") +sys.path.append(abs_dir_path + relative_path + "course/cubic_spline_course") +sys.path.append(abs_dir_path + relative_path + "control/pure_pursuit") +sys.path.append(abs_dir_path + relative_path + "plan/q_learning") + +from global_xy_visualizer import GlobalXYVisualizer # noqa: E402 +from min_max import MinMax # noqa: E402 +from time_parameters import TimeParameters # noqa: E402 +from vehicle_specification import VehicleSpecification # noqa: E402 +from state import State # noqa: E402 +from four_wheels_vehicle import FourWheelsVehicle # noqa: E402 +from obstacle import Obstacle # noqa: E402 +from obstacle_list import ObstacleList # noqa: E402 +from cubic_spline_course import CubicSplineCourse # noqa: E402 +from pure_pursuit_controller import PurePursuitController # noqa: E402 +from binary_occupancy_grid import BinaryOccupancyGrid # noqa: E402 +from q_learning_path_planner import QLearningPathPlanner # noqa: E402 + + +# flag to show plot figure +# when executed as unit test, this flag is set as false +show_plot = True + + +def main(): + """Main process function.""" + + # set simulation parameters + x_lim, y_lim = MinMax(-5, 55), MinMax(-20, 25) + sim_dir = ( + abs_dir_path + + relative_simulations + + "path_planning/q_learning_path_planning/" + ) + map_path = sim_dir + "map.json" + path_filename = sim_dir + "path.json" + search_gif_path = sim_dir + "q_learning_search.gif" + navigate_gif_path = sim_dir + "q_learning_navigate.gif" + + # ---- grid + static obstacles ---- + occ_grid = BinaryOccupancyGrid( + x_lim, + y_lim, + resolution=0.5, + clearance=1.5, + map_path=map_path, + ) + + obst_list = ObstacleList() + obst_list.add_obstacle( + Obstacle(State(x_m=10.0, y_m=15.0), length_m=10, width_m=8) + ) + obst_list.add_obstacle( + Obstacle(State(x_m=40.0, y_m=0.0), length_m=2, width_m=10) + ) + occ_grid.add_object(obst_list) + occ_grid.save_map() + + # ---- Q-learning plan ---- + planner = QLearningPathPlanner( + (0, 0), + (50, -10), + map_path, + x_lim=x_lim, + y_lim=y_lim, + path_filename=path_filename, + gif_name=search_gif_path if show_plot else None, + n_episodes=450, + alpha=0.15, + gamma=0.98, + epsilon_start=1.0, + epsilon_min=0.05, + epsilon_decay=0.990, + goal_reward=120.0, + step_penalty=1.0, + revisit_penalty=0.25, + max_steps=600, + seed=10, + ) + + if not planner.path: + print("Q-learning: no path found - aborting.") + return + + # ---- navigation GIF (car following) ---- + with open(path_filename, "r") as f: + sparse_path = json.load(f) + + sparse_x = [p[0] for p in sparse_path] + sparse_y = [p[1] for p in sparse_path] + + course = CubicSplineCourse(sparse_x, sparse_y, 20) + + vis = GlobalXYVisualizer( + x_lim, + y_lim, + TimeParameters(span_sec=25), + show_zoom=False, + gif_name=navigate_gif_path, + ) + vis.add_object(obst_list) + vis.add_object(course) + 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