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CACOM

Code for "Context-aware Communication for Multi-agent Reinforcement Learning"

ICES

[ICML' 24] The PyTorch implementation of our paper: "Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning".

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

CMAE

CommNet

PyTorch implementation of CommNet

DICG

Deep Implicit Coordination Graphs

DiscoNet

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

GCS_aamas337

The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》

homework_fall2021

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)

I2C

marl_transfer

Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)

mmcv

OpenMMLab Computer Vision Foundation

mmdetection

OpenMMLab Detection Toolbox and Benchmark

multi-label-image-classification

A Baseline for Multi-Label Image Classification Using Ensemble Deep CNN

PyTorch-Encoding

A CV toolkit for my papers.

ResNeSt

ResNeSt: Split-Attention Networks

StarCraft

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