A Framework for LLM-based Multi-Agent Reinforced Training and Inference
☆543Apr 14, 2026Updated 3 months ago
Alternatives and similar repositories for MARTI
Users that are interested in MARTI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆54Sep 6, 2025Updated 11 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…☆2,203Jun 9, 2026Updated 2 months ago
- ☆87May 14, 2026Updated 2 months ago
- [ICLR'26] Stronger-MAS: A RL Framework for multi LLM agent system; [arxiv] MetaAgent-X: End-to-End Reinforcement Learning Automatic Mult…☆208May 15, 2026Updated 2 months ago
- Dr. MAS is an end-to-end RL training framework for multi-agent LLM systems, supporting the co-training of multiple (heterogeneous) LLMs.☆151Jul 27, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,765Jul 24, 2026Updated 2 weeks ago
- A version of verl to support diverse tool use [TMLR 2026]☆1,030Jul 15, 2026Updated 3 weeks ago
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,477Aug 1, 2026Updated last week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,600Aug 3, 2026Updated last week
- ☆20May 14, 2026Updated 2 months ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,900Updated this week
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,653Updated this week
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,103Jul 13, 2026Updated 3 weeks ago
- Democratizing Reinforcement Learning for LLMs☆5,774Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- slime is an LLM post-training framework for RL Scaling.☆7,832Updated this week
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆403Mar 30, 2026Updated 4 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,356Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,902Jul 14, 2026Updated 3 weeks ago
- Towards a Unified View of Large Language Model Post-Training☆212Sep 8, 2025Updated 11 months ago
- ☆511Oct 11, 2025Updated 10 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,280Nov 13, 2025Updated 8 months ago
- SSRL: Self-Search Reinforcement Learning☆210Aug 20, 2025Updated 11 months ago
- Train your Agent model via our easy and efficient framework☆1,776Dec 5, 2025Updated 8 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.
- A Gym for Agentic LLMs☆504Jan 21, 2026Updated 6 months ago
- Awesome List for Agentic RL☆1,770Jul 23, 2026Updated 2 weeks ago
- ☆1,860Jun 18, 2026Updated last month
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆448Jul 11, 2025Updated last year
- Implementation for the paper "CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards".☆55Jan 26, 2026Updated 6 months ago
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆162May 29, 2025Updated last year
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆461Mar 20, 2026Updated 4 months ago
- EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions☆46Jun 26, 2026Updated last month
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,138Updated this week
- 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.
- FROM $f(x)$ AND $g(x)$ TO $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones☆71Jan 26, 2026Updated 6 months ago
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆792May 10, 2026Updated 3 months ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,111Apr 15, 2026Updated 3 months ago
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhi…☆828May 30, 2026Updated 2 months ago
- MrlX: A Multi-Agent Reinforcement Learning Framework☆219Jan 19, 2026Updated 6 months ago
- ☆245Jul 25, 2025Updated last year
- [ICCV 2025] AdsQA: Towards Advertisement Video Understanding Arxiv: https://arxiv.org/abs/2509.08621☆37Oct 30, 2025Updated 9 months ago