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1. TsinghuaC3I/Awesome-RL-for-LRMs TsinghuaC3I/Awesome-RL-for-LRMs Public

   A Survey of Reinforcement Learning for Large Reasoning Models

   TeX 2.5k 131

2. TsinghuaC3I/Awesome-Memory-for-Agents TsinghuaC3I/Awesome-Memory-for-Agents Public

   A Collection of Papers about Memory for Language Agents

   619 57

3. PRIME-RL/TTRL PRIME-RL/TTRL Public

   [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning

   Python 1.1k 82

4. TsinghuaC3I/MARTI TsinghuaC3I/MARTI Public

   A Framework for LLM-based Multi-Agent Reinforced Training and Inference

   Python 540 49

5. FrontisAI/Awesome-Self-Improving-Agents FrontisAI/Awesome-Self-Improving-Agents Public

   Awesome list and survey website for agents in the era of experience

   176 7

6. FrontisAI/NatureBench FrontisAI/NatureBench Public

   NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?

   Python 80 6