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MaiYuxiang's Projects

ai-paper-collector icon ai-paper-collector

MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

ic3net icon ic3net

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

introrl icon introrl

Intro to Reinforcement Learning (强化学习纲要)

lica icon lica

[NeurIPS 2020] PyTorch implementation of "Learning Implicit Credit Assignment for Cooperative Muti-Agent Reinforcement Learning"

maptf_code icon maptf_code

Source code for paper: An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning

on-policy icon on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

pymarl2 icon pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

smac icon smac

SMAC: The StarCraft Multi-Agent Challenge

starcraft icon starcraft

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

top-ai-conferences-paper-with-code icon top-ai-conferences-paper-with-code

This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

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