zhangmwg

ns3-gym-multiagent

ns3-gym for multi-agent

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

artemis

ARTEMIS (Adaptive mesh Refinement Time-domain ElectrodynaMIcs Solver) couples the Maxwell's equations implementation in WarpX with classical equations that describe quantum material behavior (such as, LLG equation for micromagnetics and London equation for superconducting materials) for quantifying the performance of next-generation microelectronics.

autoware

Autoware - the world's leading open-source software project for autonomous driving

bsuite

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

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

C

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

Deep-Learning-with-TensorFlow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

DeepLearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

DeepRL-1

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl_network

multi-agent deep reinforcement learning for networked system control.

ElegantRL

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

hfss-api

A HFSS API to control HFSS from Matlab

LearningMasteringAlgorithms-C

Mastering Algorithms with C 《算法精解：C语言描述》源码及Xcode工程、Linux工程

MAAC

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

machine_learning

Machine Learning and Deep Learning with Python, scikit-learning and Tensorflow

MADDPG

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

malib

A parallel framework for population-based multi-agent reinforcement learning.

mapr2

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

MATLAB-HFSS-API_by_Jianhui

M-function used to control HFSS by MATLAB

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

StarCraft

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

tianshou

An elegant PyTorch deep reinforcement learning library.