Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
☆1,269Mar 4, 2026Updated this week
Alternatives and similar repositories for Agent-R1
Users that are interested in Agent-R1 are comparing it to the libraries listed below
Sorting:
- ☆499Oct 11, 2025Updated 4 months ago
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,527Feb 27, 2026Updated last week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,135Nov 13, 2025Updated 3 months ago
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,338May 16, 2025Updated 9 months ago
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆693Aug 5, 2025Updated 7 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…☆1,611Feb 27, 2026Updated last week
- verl: Volcano Engine Reinforcement Learning for LLMs☆19,519Updated this week
- Simple RL training for reasoning☆3,830Dec 23, 2025Updated 2 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,084Updated this week
- Official Repo for Open-Reasoner-Zero☆2,084Jun 2, 2025Updated 9 months ago
- A live stream development of RL tunning for LLM agents☆3,935Oct 8, 2025Updated 5 months ago
- Scalable RL solution for advanced reasoning of language models☆1,811Mar 18, 2025Updated 11 months ago
- Reproduce R1 Zero on Logic Puzzle☆2,440Mar 20, 2025Updated 11 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,681Feb 26, 2026Updated last week
- ☆335May 24, 2025Updated 9 months ago
- ☆449Oct 16, 2025Updated 4 months ago
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆709Oct 15, 2025Updated 4 months ago
- Democratizing Reinforcement Learning for LLMs☆5,196Updated this week
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,750May 11, 2025Updated 9 months ago
- Training VLM agents with multi-turn reinforcement learning☆419Mar 1, 2026Updated last week
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆910Jul 31, 2025Updated 7 months ago
- Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.☆4,441Updated this week
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆842May 14, 2025Updated 9 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆1,656Updated this week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆2,919Updated this week
- A series of technical report on Slow Thinking with LLM☆761Aug 13, 2025Updated 6 months ago
- ☆1,344Nov 21, 2024Updated last year
- A version of verl to support diverse tool use☆889Mar 2, 2026Updated last week
- AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…☆130Mar 18, 2025Updated 11 months ago
- Train your Agent model via our easy and efficient framework☆1,714Dec 5, 2025Updated 3 months ago
- Minimal reproduction of DeepSeek R1-Zero☆12,896Feb 27, 2026Updated last week
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated 11 months ago
- A fork to add multimodal model training to open-r1☆1,496Feb 8, 2025Updated last year
- Fully open reproduction of DeepSeek-R1☆25,927Nov 24, 2025Updated 3 months ago
- ☆942Dec 11, 2025Updated 2 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,835Jan 17, 2025Updated last year
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆692Jan 20, 2025Updated last year
- Large Reasoning Models☆807Dec 3, 2024Updated last year