Pinned Repositories
2s-AGCN
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19
A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
A3C
Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.
A3C-LSTM-with-Tensorflow
An implementation of the A3C deep reinforcement learning method using a LSTM layer. Created with Tensorflow.
A3C_grid_world
Simple tensorflow implementation of Asynchronous Advantage Actor-Critic (A3C) for a 2-D grid environment
AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
LDG
PyTorch code for "Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions"
Sparse-Reward-Algorithms
Implement many Sparse Reward algorithms in Gym Fetch environment
wanghuimu's Repositories
wanghuimu/Variational-Recurrent-Models
Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICLR 2020 (https://openreview.net/forum?id=r1lL4a4tDB)
wanghuimu/rmaddpg
Recurrent MADDPG for Partially Observable and Limited Communication Settings
wanghuimu/RelationalGraphLearning
Relational graph learning for crowd navigation
wanghuimu/LDG
PyTorch code for "Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions"
wanghuimu/VAE_gumble_softmax
pytorch implementation of VAE-Gumble-Softmax
wanghuimu/IC3Net
Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
wanghuimu/maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
wanghuimu/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
wanghuimu/st-gcn
Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch
wanghuimu/open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
wanghuimu/Multi-Agent-Reinforcement-Learning-Environment
Hello, I pushed some python environments for Multi Agent Reinforcement Learning.
wanghuimu/MAAC
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
wanghuimu/multi-agent-rl
This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by Rethink Global Reward Game and Credit Assignment in Multi-agent Reinforcement Learning
wanghuimu/rl-bot-football
An RL agent for the Google Football environment
wanghuimu/2s-AGCN
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19
wanghuimu/GNNPapers
Must-read papers on graph neural networks (GNN)
wanghuimu/bluesky
The open source air traffic simulator
wanghuimu/awesome-gcn
resources for graph convolutional networks (图卷积神经网络相关资源)
wanghuimu/DRL-Agents
research and implementations of Deep RL agents and their applications
wanghuimu/pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
wanghuimu/DGN
DGN Code
wanghuimu/marl_transfer
Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)
wanghuimu/MA-AIRL
Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.
wanghuimu/gcn_clustering
Code for CVPR'19 paper Linkage-based Face Clustering via GCN
wanghuimu/AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
wanghuimu/pysc2
StarCraft II Learning Environment
wanghuimu/pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
wanghuimu/cadrl_ros
ROS package for dynamic obstacle avoidance for ground robots trained with deep RL
wanghuimu/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
wanghuimu/roboschool
Open-source software for robot simulation, integrated with OpenAI Gym.