A Survey of Reinforcement Learning for Large Reasoning Models
☆2,494Sep 14, 2026Updated last month
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☆23,909Updated this week
- ☆1,916Jun 18, 2026Updated 4 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,445Sep 29, 2026Updated 2 weeks ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,092Oct 5, 2026Updated last week
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,194Sep 19, 2026Updated 3 weeks ago
- 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.
- slime is an LLM training framework for RL Scaling.☆8,677Updated this week
- Democratizing Reinforcement Learning for LLMs☆5,884Updated this week
- A version of verl to support diverse tool use [TMLR 2026]☆1,051Jul 15, 2026Updated 3 months ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,839Updated this week
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆2,380Jun 9, 2026Updated 4 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,426Updated this week
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,824Aug 23, 2026Updated last month
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,514Nov 13, 2025Updated 11 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,950May 11, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,131Apr 15, 2026Updated 6 months ago
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,576Sep 5, 2026Updated last month
- My learning notes for ML SYS.☆7,567Updated this week
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,514Oct 8, 2026Updated last week
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆454Jul 11, 2025Updated last year
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,697Updated this week
- Awesome List for Agentic RL☆1,863Updated this week
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,137Updated this week
- 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.
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆406Mar 30, 2026Updated 6 months ago
- Simple RL training for reasoning☆3,876Dec 23, 2025Updated 9 months ago
- Towards a Unified View of Large Language Model Post-Training☆219Sep 8, 2025Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,871Mar 18, 2025Updated last year
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,283Aug 27, 2025Updated last year
- [ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆570Aug 20, 2026Updated last month
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆360Jan 22, 2026Updated 8 months ago
- Paper list for Efficient Reasoning.☆908May 29, 2026Updated 4 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆794Feb 28, 2026Updated 7 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Latest Advances on System-2 Reasoning☆1,358Jun 8, 2025Updated last year
- A Collection of Papers about Memory for Language Agents☆667Sep 28, 2026Updated 2 weeks ago
- ☆512Oct 11, 2025Updated last year
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,904Dec 17, 2025Updated 10 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,427Updated this week
- Train your Agent model via our easy and efficient framework☆1,784Dec 5, 2025Updated 10 months ago
- Scaling RL on advanced reasoning models☆697Oct 20, 2025Updated 11 months ago