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1. P1 P1 Public

   P1: Mastering Physics Olympiads with Reinforcement Learning

   89 4

2. SimpleVLA-RL SimpleVLA-RL Public

   [ICLR 2026] SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

   Python 1.8k 118

3. Entropy-Mechanism-of-RL Entropy-Mechanism-of-RL Public

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

   Python 443 15

4. 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 68 8

5. TTRL TTRL Public

   [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning

   Python 1.1k 82

6. PRIME PRIME Public

   Scalable RL solution for advanced reasoning of language models

   Python 1.9k 116