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Hi Here!

I am now focusing on

  • Reinforcement Learning
  • Multi-agent System, especially
    • Efficiency of Cooperative Multi-agent Reinforcement Learning;
    • Zero-shot Generalization Ability in Cooperative Multi-agent Systems.
  • Language-based(Symbolic) Planning

Anurag's GitHub stats

Xihuai Wang's Projects

a2po-iclr2023 icon a2po-iclr2023

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

agilerl icon agilerl

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

cleanmapg icon cleanmapg

High-quality single file implementation of Multi-agent Policy Gradient algorithms with research-friendly features (MAPPO, A2PO).

gymnasium icon gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

mamujoco-pettingzoo icon mamujoco-pettingzoo

MaMuJoCo from https://github.com/Farama-Foundation/Gymnasium-Robotics with Convenient Wrappers and Utilities.

openbilibili-go-common icon openbilibili-go-common

听说这是来自 https://github.com/openbilibili/go-common/ 的 “哔哩哔哩 bilibili 网站后台工程 源码”,不过咱也不知道这是啥。

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

pettingzoo icon pettingzoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

pysc2 icon pysc2

StarCraft II Learning Environment

reinforcement-learning-notes icon reinforcement-learning-notes

Reinforcement Learning Notes for Reinforcement Learning: An Introduction (2nd Edition) and David Silver's Reinforcement Learning Course in UCL

rl-proofs icon rl-proofs

Some fundamental proofs in Reinforcement Learning.

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