seolhokim

Mujoco-Pytorch

PPO, DDPG, SAC implementation on mujoco environment

InverseRL-Pytorch

Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation

DistributedRL-Pytorch-Ray

Distributed RL Implementation using Pytorch and Ray (ApeX(Ape-X), A3C, Distributed-PPO(DPPO), Impala)

Transportation-Routes-Optimization-by-RL

Application of reinforcement learning to Optimize transportation routes using reinforcement learning

Deep-Multi-Agent-Reinforcement-Learning

deep multi agent reinforcement learning tutorial book for intermediate

BipedalWalker-BranchingDQN

The Easiest Pytorch Implementation of Branching-DQN

ddpg-mountain-car-continuous

DDPG Algorithm is implemented using Pytorch

SimpleDistributedRL

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Starcraft-II-Minigame-RL

Starcraft minigame single/multi agents

supermariobros-random-network-distillation

Algorithm RND-PPO is implemented in super mario bros.

self-supervised-sac

seolhokim.github.io

StarCraft2-RL-Agent-Tutorial

apt

Behavior From the Void: Unsupervised Active Pre-Training (pytorch version)

apt2

cictest

CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery

convex-optimization-for-all.github.io

모두를 위한 컨백스 최적화

dreamerv2

Mastering Atari with Discrete World Models

jekyll-theme-hamilton

A minimal and beautiful Jekyll theme best for writing and note-taking.

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

pointer-networks-pytorch

Implementation of Pointer Networks using PyTorch

proto

Proto-RL: Reinforcement Learning with Prototypical Representations

SimSiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

vacation_research

2018-08~2018-10 elementary research in ML

world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch