xihuai18

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Xihuai Wang xihuai18

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Shanghai Jiao Tong University
Shanghai, China
https://xihuai18.github.io/

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xihuai18/README.md

Hi Here!

I am now focusing on

Large Language Models, including
- Reinforcement Learning for Reasoning and Agentic Capability of LLMs;
- Human-LLMs collaboration in Decision-making Tasks.
Reinforcement Learning
Multi-agent System, especially
- Efficiency of Cooperative Multi-agent Reinforcement Learning;
- Zero-shot Generalization Ability in Cooperative Multi-agent Systems.

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apexrl/AORPO apexrl/AORPO Public

Official pytorch implementation of the paper <Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts>.

Python 21 2
A2PO-ICLR2023 A2PO-ICLR2023 Public

Codebase for [Order Matters: Agent-by-agent Policy Optimization](https://openreview.net/forum?id=Q-neeWNVv1)

Python 31
sjtu-marl/ZSC-Eval sjtu-marl/ZSC-Eval Public

This repository is the official implementation of ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination. Pre-trained Agent Zoo: https://huggingface.co/Leoxxxxh/ZSC-Ev…

JavaScript 50 12
sjtu-marl/DPT-Agent sjtu-marl/DPT-Agent Public

This is the official implementation of paper "Leveraging Dual Process Theory in Language Agent Framework for Simultaneous Human-AI Collaboration."

Python 48 6