A Survey of Reinforcement Learning for Large Reasoning Models
☆2,449Nov 9, 2025Updated 6 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,046Apr 30, 2026Updated last week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,441Updated this week
- Official Repo for Open-Reasoner-Zero☆2,093Jun 2, 2025Updated 11 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,408Apr 19, 2026Updated 2 weeks ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,918Apr 6, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Scalable RL solution for advanced reasoning of language models☆1,852Mar 18, 2025Updated last year
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,251Aug 27, 2025Updated 8 months ago
- Simple RL training for reasoning☆3,853Dec 23, 2025Updated 4 months ago
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,649Apr 14, 2026Updated 3 weeks ago
- Democratizing Reinforcement Learning for LLMs☆5,479Updated this week
- Reproduce R1 Zero on Logic Puzzle☆2,448Mar 20, 2025Updated last year
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,140Updated this week
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,798May 11, 2025Updated 11 months ago
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,396Apr 6, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆383Mar 30, 2026Updated last month
- Latest Advances on System-2 Reasoning☆1,351Jun 8, 2025Updated 11 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,906Dec 17, 2025Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆435Jul 11, 2025Updated 9 months ago
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆352Jan 22, 2026Updated 3 months ago
- A version of verl to support diverse tool use☆968Mar 2, 2026Updated 2 months ago
- slime is an LLM post-training framework for RL Scaling.☆5,548Apr 30, 2026Updated last week
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,440Mar 9, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆765Feb 28, 2026Updated 2 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,126Updated this week
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆501Apr 14, 2026Updated 3 weeks ago
- ☆1,752Jan 20, 2026Updated 3 months ago
- Fully open reproduction of DeepSeek-R1☆26,016Apr 2, 2026Updated last month
- Train transformer language models with reinforcement learning.☆18,282Updated this week
- A fork to add multimodal model training to open-r1☆1,536Feb 8, 2025Updated last year
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,637Nov 13, 2025Updated 5 months ago
- Paper list for Efficient Reasoning.☆882Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Awesome List for Agentic RL☆1,286Apr 28, 2026Updated last week
- A series of technical report on Slow Thinking with LLM☆764Aug 13, 2025Updated 8 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆844May 14, 2025Updated 11 months ago
- Witness the aha moment of VLM with less than $3.☆4,055May 19, 2025Updated 11 months ago
- Minimal reproduction of DeepSeek R1-Zero☆13,091Feb 27, 2026Updated 2 months ago
- Latest Advances on Multimodal Large Language Models☆17,736May 1, 2026Updated last week
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,605Apr 20, 2026Updated 2 weeks ago