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1. shepherd-agents/shepherd shepherd-agents/shepherd Public

   A runtime substrate that turns an agent's execution into a reversible, Git-like trace, so meta-agents can observe, fork, replay, and revert any run. Couples agent and environments in a copy-on-writ…

   Python 1.4k 105

2. CHATS-lab/verbalized-sampling CHATS-lab/verbalized-sampling Public

   Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. …

   Python 779 83

3. spiral-rl/spiral spiral-rl/spiral Public

   SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

   Python 198 22

4. ChenmienTan/RL2 ChenmienTan/RL2 Public

   Python 1.3k 134

5. TextArena/TextArena TextArena/TextArena Public

   A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning

   Python 411 93

6. axon-rl/gem axon-rl/gem Public

   A Gym for Agentic LLMs

   Python 500 33