Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics
☆2,786Aug 23, 2026Updated last week
Alternatives and similar repositories for RAGEN
Users that are interested in RAGEN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,358Nov 13, 2025Updated 9 months ago
- 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…☆2,274Jun 9, 2026Updated 2 months ago
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,648Updated this week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,258Updated this week
- Democratizing Reinforcement Learning for LLMs☆5,813Aug 24, 2026Updated last week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).☆494Updated this week
- Simple RL training for reasoning☆3,874Dec 23, 2025Updated 8 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,969Aug 13, 2026Updated 3 weeks ago
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,432May 16, 2025Updated last year
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,228Updated this week
- A version of verl to support diverse tool use [TMLR 2026]☆1,037Jul 15, 2026Updated last month
- ☆512Oct 11, 2025Updated 10 months ago
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,712Updated this week
- 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.
- slime is an LLM post-training framework for RL Scaling.☆8,354Updated this week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,380Updated this week
- Scalable RL solution for advanced reasoning of language models☆1,871Mar 18, 2025Updated last year
- A live stream development of RL tunning for LLM agents☆4,153May 5, 2026Updated 3 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,141Updated this week
- ☆352May 24, 2025Updated last year
- Minimal reproduction of DeepSeek R1-Zero☆13,227Feb 27, 2026Updated 6 months ago
- Reproduce R1 Zero on Logic Puzzle☆2,449Mar 20, 2025Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆405Mar 30, 2026Updated 5 months 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.
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,863May 11, 2025Updated last year
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆801May 10, 2026Updated 3 months ago
- Fully open reproduction of DeepSeek-R1☆26,450Apr 2, 2026Updated 5 months ago
- ☆518Oct 16, 2025Updated 10 months ago
- Train your Agent model via our easy and efficient framework☆1,780Dec 5, 2025Updated 8 months ago
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆724Aug 5, 2025Updated last year
- Witness the aha moment of VLM with less than $3.☆4,063May 19, 2025Updated last year
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,113Aug 20, 2026Updated 2 weeks ago
- Train transformer language models with reinforcement learning.☆19,198Updated this week
- 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.
- Our library for RL environments + evals☆4,581Updated this week
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,483Aug 20, 2026Updated last week
- A series of technical report on Slow Thinking with LLM☆769Aug 13, 2025Updated last year
- An Open-Source Large-Scale Reinforcement Learning Project for Search Agents☆610Nov 26, 2025Updated 9 months ago
- A fork to add multimodal model training to open-r1☆1,603Feb 8, 2025Updated last year
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆839May 30, 2026Updated 3 months ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆271May 5, 2025Updated last year