A Survey of Reinforcement Learning for Large Reasoning Models
☆2,351Nov 9, 2025Updated 4 months ago
Alternatives and similar repositories for Awesome-RL-for-LRMs
Users that are interested in Awesome-RL-for-LRMs are comparing it to the libraries listed below
Sorting:
- verl: Volcano Engine Reinforcement Learning for LLMs☆19,739Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,084Mar 3, 2026Updated last week
- Official Repo for Open-Reasoner-Zero☆2,084Jun 2, 2025Updated 9 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,365Feb 26, 2026Updated last week
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,222Aug 27, 2025Updated 6 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,681Feb 26, 2026Updated last week
- Scalable RL solution for advanced reasoning of language models☆1,811Mar 18, 2025Updated 11 months ago
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,527Feb 27, 2026Updated last week
- Simple RL training for reasoning☆3,830Dec 23, 2025Updated 2 months ago
- Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.☆4,441Updated this week
- Reproduce R1 Zero on Logic Puzzle☆2,440Mar 20, 2025Updated 11 months ago
- Democratizing Reinforcement Learning for LLMs☆5,196Updated this week
- Latest Advances on System-2 Reasoning☆1,333Jun 8, 2025Updated 9 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,750May 11, 2025Updated 9 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,896Dec 17, 2025Updated 2 months ago
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,314Oct 14, 2025Updated 4 months ago
- A version of verl to support diverse tool use☆889Mar 2, 2026Updated last week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆2,919Updated this week
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆358Jan 12, 2026Updated last month
- slime is an LLM post-training framework for RL Scaling.☆4,536Mar 3, 2026Updated last week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆347Jan 22, 2026Updated last month
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,135Nov 13, 2025Updated 3 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆746Feb 28, 2026Updated last week
- Fully open reproduction of DeepSeek-R1☆25,927Nov 24, 2025Updated 3 months ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,002Feb 23, 2026Updated 2 weeks ago
- Train transformer language models with reinforcement learning.☆17,523Updated this week
- A fork to add multimodal model training to open-r1☆1,496Feb 8, 2025Updated last year
- Witness the aha moment of VLM with less than $3.☆4,036May 19, 2025Updated 9 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆421Jul 11, 2025Updated 7 months ago
- Minimal reproduction of DeepSeek R1-Zero☆12,896Feb 27, 2026Updated last week
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆842May 14, 2025Updated 9 months ago
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,269Updated this week
- Paper list for Efficient Reasoning.☆836Updated this week
- ☆1,607Jan 20, 2026Updated last month
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,346Feb 3, 2026Updated last month
- A series of technical report on Slow Thinking with LLM☆761Aug 13, 2025Updated 6 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆417Oct 4, 2025Updated 5 months ago
- Awesome List for Agentic RL☆847Feb 27, 2026Updated last week