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MARTI

MARTI

New AI Agent Framework Open Source

[ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference - TsinghuaC3I/MARTI

Free
Pricing Model
[ICLR 2026] A Framework for LLM-based Multi-Agent Reinforced Training and Inference - TsinghuaC3I/MARTI

MARTI at a Glance

Pricing
Free
How you use it
Python framework installed from the GitHub repository and run using training scripts
Who it's for
Researchers and developers training LLM-based multi-agent systems
Works with
AutoGen CAMEL OpenRLHF verl vLLM Ray

MARTI Key Features

  • graph-based workflows
  • heterogeneous agent training
  • multi-agent RL training
  • multi-agent tree search
  • reward shaping

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