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1. SimpleVLA-RL SimpleVLA-RL Public

   SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

   Python 804 32

2. Entropy-Mechanism-of-RL Entropy-Mechanism-of-RL Public

   The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.

   Python 342 9

3. RL-Compositionality RL-Compositionality Public

   FROM $f(x)$ AND $g(x)$ TO $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones

   Python 22 3

4. TTRL TTRL Public

   [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning

   Python 833 63

5. PRIME PRIME Public

   Scalable RL solution for advanced reasoning of language models

   Python 1.7k 100

6. ImplicitPRM ImplicitPRM Public

   Repo of paper "Free Process Rewards without Process Labels"

   Python 164 11