YinfengYu's repositories
AI-QMIX
Code for "AI-QMIX: Attention and Imagination for Dynamic Multi-Agent Reinforcement Learning"
deeprl_signal_control
multi-agent deep reinforcement learning for large-scale traffic signal control.
DOP
Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (https://arxiv.org/abs/2007.12322)
emix
Energy-based Surprise Minimization for Multi-Agent Value Factorization
gitignore
A collection of useful .gitignore templates
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
ICLR2021-OpenReviewData
Crawl & visualize ICLR papers and reviews.
img2latex-mathpix
An image to LaTeX tool by MathpixOCR API and JavaFX
jps
Code for "Joint Policy Search for Collaborative Multi-agent Incomplete Information Games"
LICA
[NeurIPS 2020] PyTorch implementation of "Learning Implicit Credit Assignment for Cooperative Muti-Agent Reinforcement Learning"
maddpg
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
MAVEN
Submission for MAVEN: Multi-Agent Variational Exploration
multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
NDQ
Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)
QDPP
Multi-Agent Determinantal Q-Learning
RelationalGraphLearning
[IROS20] Relational graph learning for crowd navigation
RODE
Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (https://arxiv.org/abs/2010.01523). RODE is a scalable role-based multi-agent learning method which effectively discovers roles based on joint action space decomposition according to action effects, establishing a new state of the art on the StarCraft multi-agent benchmark.
Speech-Emotion-Recognition
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
wqmix
Code for Weighted QMIX