A Survey of Reinforcement Learning for Large Reasoning Models
☆2,499Sep 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☆24,154Updated this week
- ☆1,920Jun 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…☆1,446Sep 29, 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…☆10,142Updated this week
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,210Sep 19, 2026Updated last month
- 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.
- slime is an LLM training framework for RL Scaling.☆8,802Updated this week
- Democratizing Reinforcement Learning for LLMs☆5,910Oct 16, 2026Updated 3 weeks ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,901Updated 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…☆2,431Jun 9, 2026Updated 4 months ago
- A version of verl to support diverse tool use [TMLR 2026]☆1,053Jul 15, 2026Updated 3 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,447Updated this week
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,839Oct 28, 2026Updated last week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,568Nov 13, 2025Updated 11 months ago
- Official Repo for Open-Reasoner-Zero☆2,101Jun 2, 2025Updated last year
- 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.
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,132Apr 15, 2026Updated 6 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,957May 11, 2025Updated last year
- Simple RL training for reasoning☆3,880Dec 23, 2025Updated 10 months ago
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,582Sep 5, 2026Updated 2 months ago
- Scalable RL solution for advanced reasoning of language models☆1,873Mar 18, 2025Updated last year
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,287Aug 27, 2025Updated last year
- My learning notes for ML SYS.☆7,648Oct 21, 2026Updated 2 weeks ago
- Latest Advances on System-2 Reasoning☆1,357Jun 8, 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…☆1,518Oct 8, 2026Updated 3 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.
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆455Jul 11, 2025Updated last year
- Awesome List for Agentic RL☆1,877Updated this week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,715Updated this week
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,143Oct 11, 2026Updated 3 weeks ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆408Mar 30, 2026Updated 7 months ago
- Train transformer language models with reinforcement learning.☆19,675Updated this week
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,902Dec 17, 2025Updated 10 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆360Jan 22, 2026Updated 9 months ago
- Towards a Unified View of Large Language Model Post-Training☆220Sep 8, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Paper list for Efficient Reasoning.☆909May 29, 2026Updated 5 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆794Oct 20, 2026Updated 2 weeks ago
- Reproduce R1 Zero on Logic Puzzle☆2,452Mar 20, 2025Updated last year
- [ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆574Aug 20, 2026Updated 2 months ago
- ☆512Oct 11, 2025Updated last year
- Witness the aha moment of VLM with less than $3.☆4,066May 19, 2025Updated last year
- Latest Advances on Multimodal Large Language Models☆18,079Oct 29, 2026Updated last week