A Survey of Reinforcement Learning for Large Reasoning Models
☆2,488Sep 14, 2026Updated last week
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☆23,653Updated this week
- ☆1,900Jun 18, 2026Updated 3 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,444Aug 2, 2026Updated last month
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,045Sep 17, 2026Updated last week
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,171Sep 19, 2026Updated last 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.
- slime is an LLM post-training framework for RL Scaling.☆8,547Updated this week
- Democratizing Reinforcement Learning for LLMs☆5,841Sep 12, 2026Updated 2 weeks ago
- A version of verl to support diverse tool use [TMLR 2026]☆1,044Jul 15, 2026Updated 2 months ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,796Updated 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…☆2,342Jun 9, 2026Updated 3 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,409Updated this week
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,806Aug 23, 2026Updated last month
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,454Nov 13, 2025Updated 10 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,939May 11, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,124Apr 15, 2026Updated 5 months ago
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,564Sep 5, 2026Updated 3 weeks ago
- My learning notes for ML SYS.☆7,407Sep 20, 2026Updated last week
- Official Repo for Open-Reasoner-Zero☆2,098Jun 2, 2025Updated last year
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,509Mar 9, 2026Updated 6 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆453Jul 11, 2025Updated last year
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,677Updated this week
- Awesome List for Agentic RL☆1,850Sep 15, 2026Updated last week
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,126Sep 12, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆405Mar 30, 2026Updated 5 months ago
- Towards a Unified View of Large Language Model Post-Training☆219Sep 8, 2025Updated last year
- Simple RL training for reasoning☆3,875Dec 23, 2025Updated 9 months ago
- [ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆560Aug 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.☆906May 29, 2026Updated 3 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,278Aug 27, 2025Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,872Mar 18, 2025Updated last year
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆791Feb 28, 2026Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Collection of Papers about Memory for Language Agents☆661Updated this week
- Latest Advances on System-2 Reasoning☆1,357Jun 8, 2025Updated last year
- ☆511Oct 11, 2025Updated 11 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,353Updated this week
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,907Dec 17, 2025Updated 9 months ago
- Train your Agent model via our easy and efficient framework☆1,783Dec 5, 2025Updated 9 months ago
- Scaling RL on advanced reasoning models☆695Oct 20, 2025Updated 11 months ago