reinforcement learning

kzl/decision-transformer

kzl/decision-transformer

June 12, 2021

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
AI4Finance-LLC/ElegantRL

AI4Finance-LLC/ElegantRL

March 9, 2021

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
ZhiqingXiao/rl-book

ZhiqingXiao/rl-book

January 14, 2021

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
AI4Finance-LLC/FinRL-Library

AI4Finance-LLC/FinRL-Library

November 18, 2020

A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance, NeurIPS 2020 DRL workshop.
farismismar/Deep-Reinforcement-Learning-for-5G-Networks

farismismar/Deep-Reinforcement-Learning-for-5G-Networks

November 15, 2020

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
tirthajyoti/Papers-Literature-ML-DL-RL-AI

tirthajyoti/Papers-Literature-ML-DL-RL-AI

June 22, 2020

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
deepmind/acme

deepmind/acme

June 1, 2020

A library of reinforcement learning components and agents
DLR-RM/stable-baselines3

DLR-RM/stable-baselines3

May 20, 2020

PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.
MishaLaskin/rad

MishaLaskin/rad

May 18, 2020

RAD: Reinforcement Learning with Augmented Data
thu-ml/tianshou

thu-ml/tianshou

March 25, 2020

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.
yenchenlin/DeepLearningFlappyBird

yenchenlin/DeepLearningFlappyBird

March 18, 2020

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
zhoubolei/introRL

zhoubolei/introRL

March 7, 2020

Intro to Reinforcement Learning (
ShangtongZhang/reinforcement-learning-an-introduction

ShangtongZhang/reinforcement-learning-an-introduction

March 5, 2020

Python Implementation of Reinforcement Learning: An Introduction
evgps/a3c_trading

evgps/a3c_trading

February 22, 2020

Trading with recurrent actor-critic reinforcement learning
tensortrade-org/tensortrade

tensortrade-org/tensortrade

February 12, 2020

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
BardOfCodes/DRL_in_CV

BardOfCodes/DRL_in_CV

February 8, 2020

A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
cpnota/autonomous-learning-library

cpnota/autonomous-learning-library

January 28, 2020

A PyTorch library for building deep reinforcement learning agents.
MorvanZhou/Reinforcement-learning-with-tensorflow

MorvanZhou/Reinforcement-learning-with-tensorflow

January 6, 2020

Simple Reinforcement learning tutorials
PacktPublishing/Deep-Reinforcement-Learning-Hands-On

PacktPublishing/Deep-Reinforcement-Learning-Hands-On

January 6, 2020

Hands-on Deep Reinforcement Learning, published by Packt
astooke/rlpyt

astooke/rlpyt

January 4, 2020

Reinforcement Learning in PyTorch
evilsocket/pwnagotchi

evilsocket/pwnagotchi

January 1, 2020

(_) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
deepmind/bsuite

deepmind/bsuite

December 22, 2019

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent