Study Reinforcement Learning

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homework

hw07 agentic or offline

Topic: Agentic RL or offline RL (pick one). Goes with: lecture L16 or L19. Status: planned. To be built next.

unreviewed draftNo one has checked this end to end. Treat the math, code, and citations as unverified. Source on GitHub.

Topic: Agentic RL or offline RL (pick one). Goes with: lecture L16 or L19. Status: planned. To be built next.

The plan: either: long-horizon credit assignment in agentic RL and the SWE-bench-style reward design; OR: offline RL distributional shift, the BCQ/CQL/IQL family, and the bridge to DPO.