PRIME-RL / Entropy-Mechanism-of-RLLinks
The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
☆414Updated 6 months ago
Alternatives and similar repositories for Entropy-Mechanism-of-RL
Users that are interested in Entropy-Mechanism-of-RL are comparing it to the libraries listed below
Sorting:
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆153Updated 3 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆406Updated 3 months ago
- ☆332Updated 8 months ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆351Updated 3 weeks ago
- ☆305Updated 6 months ago
- ☆214Updated 11 months ago
- ☆352Updated 6 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆260Updated 8 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆151Updated 11 months ago
- A comprehensive collection of process reward models.☆135Updated 3 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆411Updated 2 months ago
- repo for paper https://arxiv.org/abs/2504.13837☆325Updated last month
- ☆224Updated 10 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆349Updated 2 months ago
- Extrapolating RLVR to General Domains without Verifiers☆191Updated 5 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆168Updated 10 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated last year
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆274Updated this week
- Towards a Unified View of Large Language Model Post-Training☆199Updated 4 months ago
- ☆204Updated last month
- A version of verl to support diverse tool use☆852Updated 3 weeks ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆116Updated 5 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆342Updated last week
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆157Updated 3 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆95Updated 2 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆72Updated 10 months ago
- ☆73Updated 9 months ago
- Deepseek R1 zero tiny version own reproduce on two A100s.☆83Updated last year
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆143Updated 2 months ago
- ☆427Updated 3 months ago