deligentfool

dqn_zoo

The implement of all kinds of dqn reinforcement learning with Pytorch

policy_based_RL

The implement of the policy gradient RL algorithm with pytorch

GAIL_pytorch

The implement of GAIL with pytorch

HAVEN

Codes for the paper "HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism"

COLA

Codes for the paper "Consensus Learning for Cooperative Multi-Agent Reinforcement Learning"

maddpg

Multi-Agent Deep Deterministic Policy Gradient implementation with pytorch

mfrl_pytorch

Implementation of Mean Field Multi-Agent Reinforcement Learning in Pytorch

SIDE

Codes for the paper "SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning"

option_critic

An implement of option-critic architecture (HRL) with pytorch

DRQN_pytorch

An implement of DRQN with pytorch.

Hiro

The implement of HIRO based TD3 with pytorch

MGAN

Codes for the paper "Learning to Coordinate via Multiple Graph Neural Networks"

Population_based_training_pytorch

The implement of PBT with pytorch (for Reinforcement Learning)

SVPG

A simple implementation of SVPG (Stein Variational Policy Gradient) by using pytorch

COLA_MADDPG

DeepNash

An attempt at implementing DeepNash

IMPALA_pytorch

Implement of IMPALA (Importance Weighted Actor-Learner Architectures) with pytorch

leduc_nfsp

The implement of Neural Fictitious Self Play with pytorch

NFSP_lasertag

The implement of Neural Fictitious Self Play with pytorch

Progressive_Neural_Networks

Implement of Progressive_Neural_Networks for RL case with pytorch

deligentfool

deligentfool.github.io

Personal website.

DGM_pytorch

Implementation of deep generative model with pytorch

Evolution_Strategies

The implement of Evolution_Strategies (openAI) with pytorch

GNN_pytorch

MAAC_pytorch

optimization_algo

The implement of the four basic optimization algorithms with python (sympy package)

Pointer_Network_pytorch

The implement of Pointer Network with Pytorch

UNREAL_pytorch

The implement of UNREAL reinforcement learning algorithm with pytorch

vime_pytorch

The implement of VIME (a curiosity intrinsic reward algorithm for RL) with pytorch