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-Group Policy Optimization for LLM Agent Training"
☆1,728Feb 27, 2026Updated 3 weeks ago
Alternatives and similar repositories for verl-agent
Users that are interested in verl-agent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,553Mar 15, 2026Updated last week
- verl: Volcano Engine Reinforcement Learning for LLMs☆20,097Updated this week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,261Nov 13, 2025Updated 4 months ago
- A version of verl to support diverse tool use☆923Mar 2, 2026Updated 3 weeks ago
- ☆338May 24, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,293Mar 11, 2026Updated 2 weeks ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,231Updated this week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆2,989Updated this week
- Train your Agent model via our easy and efficient framework☆1,720Dec 5, 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…☆1,349May 16, 2025Updated 10 months ago
- Official Repo for Open-Reasoner-Zero☆2,086Jun 2, 2025Updated 9 months ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆4,748Mar 10, 2026Updated 2 weeks ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆369Jan 12, 2026Updated 2 months ago
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆916Jan 28, 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.
- ☆500Oct 11, 2025Updated 5 months ago
- Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.☆4,855Updated this week
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆713Oct 15, 2025Updated 5 months ago
- Democratizing Reinforcement Learning for LLMs☆5,259Updated this week
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆953Jul 31, 2025Updated 7 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆1,713Updated this week
- Reproduce R1 Zero on Logic Puzzle☆2,441Mar 20, 2025Updated last year
- Simple RL training for reasoning☆3,841Dec 23, 2025Updated 3 months ago
- slime is an LLM post-training framework for RL Scaling.☆4,906Updated this week
- 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.
- My learning notes for ML SYS.☆5,737Updated this week
- Scalable RL solution for advanced reasoning of language models☆1,821Mar 18, 2025Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆426Jul 11, 2025Updated 8 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,232Aug 27, 2025Updated 6 months ago
- ☆459Oct 16, 2025Updated 5 months ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆264May 5, 2025Updated 10 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆695Jan 20, 2025Updated last year
- Awesome List for Agentic RL☆864Feb 27, 2026Updated 3 weeks ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,903Dec 17, 2025Updated 3 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆1,161Nov 20, 2025Updated 4 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆160Oct 30, 2024Updated last year
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆462Feb 19, 2026Updated last month
- Training VLM agents with multi-turn reinforcement learning☆433Updated this week
- A series of technical report on Slow Thinking with LLM☆763Aug 13, 2025Updated 7 months ago
- Train transformer language models with reinforcement learning.☆17,781Updated this week
- Recipes to train reward model for RLHF.☆1,521Apr 24, 2025Updated 11 months ago