☆511Oct 11, 2025Updated last year
Alternatives and similar repositories for Awesome-Agent-RL
Users that are interested in Awesome-Agent-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,689Updated this week
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,819Aug 23, 2026Updated last month
- 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…☆2,368Jun 9, 2026Updated 4 months ago
- ☆1,910Jun 18, 2026Updated 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…☆1,442May 16, 2025Updated last year
- 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.
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,493Nov 13, 2025Updated 10 months ago
- ☆523Oct 16, 2025Updated 11 months ago
- Awesome List for Agentic RL☆1,863Updated this week
- ☆351May 24, 2025Updated last year
- A version of verl to support diverse tool use [TMLR 2026]☆1,050Jul 15, 2026Updated 2 months ago
- A curated list of reinforcement learning (RL) for agents.☆114Sep 29, 2026Updated last week
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆803May 10, 2026Updated 5 months ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,825Updated this week
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,491Sep 14, 2026Updated 3 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A live stream development of RL tunning for LLM agents☆4,163May 5, 2026Updated 5 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,445Sep 29, 2026Updated last week
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,132Updated this week
- Train your Agent model via our easy and efficient framework☆1,784Dec 5, 2025Updated 10 months ago
- slime is an LLM post-training framework for RL Scaling.☆8,632Updated this week
- World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).☆510Sep 5, 2026Updated last month
- Democratizing Reinforcement Learning for LLMs☆5,860Updated this week
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆727Aug 5, 2025Updated last year
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,402Updated this week
- 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.
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,186Sep 19, 2026Updated 3 weeks ago
- [ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆567Aug 20, 2026Updated last month
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,419Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy …☆10,079Updated this week
- ☆398Aug 12, 2025Updated last year
- Official Repo for Open-Reasoner-Zero☆2,099Jun 2, 2025Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆406Mar 30, 2026Updated 6 months ago
- Simple RL training for reasoning☆3,876Dec 23, 2025Updated 9 months ago
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆422Apr 3, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆850May 30, 2026Updated 4 months ago
- Latest Advances on System-2 Reasoning☆1,358Jun 8, 2025Updated last year
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,828Updated this week
- My learning notes for ML SYS.☆7,455Sep 20, 2026Updated 3 weeks ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,511Updated this week
- Scalable RL solution for advanced reasoning of language models☆1,871Mar 18, 2025Updated last year
- [ICLR 2026] The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution☆494Aug 18, 2026Updated last month