Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
☆1,470Jun 10, 2026Updated last week
Alternatives and similar repositories for Agent-R1
Users that are interested in Agent-R1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆513Oct 11, 2025Updated 8 months ago
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,699Apr 14, 2026Updated 2 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,925Nov 13, 2025Updated 7 months ago
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,389May 16, 2025Updated last year
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆717Aug 5, 2025Updated 10 months 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.
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,969Updated 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…☆2,021Jun 9, 2026Updated last week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,652Jun 9, 2026Updated last week
- Simple RL training for reasoning☆3,864Dec 23, 2025Updated 5 months ago
- ☆503Oct 16, 2025Updated 8 months ago
- Scalable RL solution for advanced reasoning of language models☆1,862Mar 18, 2025Updated last year
- A live stream development of RL tunning for LLM agents☆4,096May 5, 2026Updated last month
- Official Repo for Open-Reasoner-Zero☆2,097Jun 2, 2025Updated last year
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,006Apr 6, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Training VLM agents with multi-turn reinforcement learning☆472May 11, 2026Updated last month
- ☆350May 24, 2025Updated last year
- Democratizing Reinforcement Learning for LLMs☆5,608Updated this week
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆768May 10, 2026Updated last month
- Reproduce R1 Zero on Logic Puzzle☆2,451Mar 20, 2025Updated last year
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,824May 11, 2025Updated last year
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year
- A version of verl to support diverse tool use [TMLR 2026]☆1,001Jun 8, 2026Updated last week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,227Updated 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.
- Train your Agent model via our easy and efficient framework☆1,763Dec 5, 2025Updated 6 months ago
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,294Updated this week
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆845May 14, 2025Updated last year
- A series of technical report on Slow Thinking with LLM☆765Aug 13, 2025Updated 10 months ago
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆1,069May 12, 2026Updated last month
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆801May 30, 2026Updated 2 weeks ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,005Updated this week
- AutoCoA (Automatic generation of Chain-of-Action) is an agent model framework that enhances the multi-turn tool usage capability of reaso…☆132Mar 18, 2025Updated last year
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆268May 5, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆1,342Nov 21, 2024Updated last year
- ☆1,023May 13, 2026Updated last month
- A fork to add multimodal model training to open-r1☆1,566Feb 8, 2025Updated last year
- Minimal reproduction of DeepSeek R1-Zero☆13,160Feb 27, 2026Updated 3 months ago
- Fully open reproduction of DeepSeek-R1☆26,295Apr 2, 2026Updated 2 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,846Jan 17, 2025Updated last year