feat: RL infrastructure — agent environment, trajectory export (ATIF), benchmark loaders (SWE-bench / Terminal-Bench / SWE-smith / EdgeBench), and verl / TRL adapters - #48

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Enderfga wants to merge 18 commits into

Rath-Team:mainfrom

Enderfga:feat/rl-infra-four-dimensions

Commits on Jul 8, 2026

docs: add workflow compile visual
kangkangzi2025
committed
6793b95
Merge pull request #47 from Rath-Team/codex/readme-workflow-compile-visual
Tokisakix
authored
15d69ed

Commits on Jul 12, 2026

feat: RL execution, trajectory, benchmark, and rollout layer
Enderfga
committed
451bb7a
feat(backend): declare optional per-backend capability flags
Enderfga
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45b62e8
feat(benchmark): let a task name its own sandbox image and capability needs
Enderfga
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b270a85
feat(flow): enforce a per-session tool policy at the dispatch boundary
Enderfga
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d7463a6
feat(benchmark): gate tasks on backend capabilities and report coverage
Enderfga
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43b999d
feat(env): stamp trajectory records with UTC time (schema v2)
Enderfga
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18de28d
feat(env): export compact trajectories as ATIF-v1.7
Enderfga
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e694e27
feat(data): export the Session lineage DAG as JSONL
Enderfga
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a2abba3
feat(data): extract DPO preference pairs from forked siblings
Enderfga
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1e5c05e
feat(benchmark): load SWE-bench Verified with a binary test-list verifier
Enderfga
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93b2be6
feat(benchmark): load Terminal-Bench tasks and report compose coverage
Enderfga
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9b64fad
fix(benchmark): let mypy see the optional YAML import as untyped
Enderfga
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2c5111c
feat(benchmark): load SWE-smith for training and EdgeBench for compatibility
Enderfga
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e179706
feat(training): add a lazy TRL dataset adapter
Enderfga
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6f93afc
feat: end-to-end coverage and docs for the four-dimension RL layer
Enderfga
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33df7ed
fix(ci): stop the test tree from shadowing the datasets package, and cover both optional extras
Enderfga
committed
2b824b1