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afit-swarm-simulation

alf

Agent Learning Framework

alpha_dogfight

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

complex-network

复杂网络研究资源整理和基础知识学习

deep-q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-1

【深度强化学习社区】一个资料与学习内容最全的服务平台

dogfighter

dqn

Pytorch Implementation of DQN and Dueling DQN models.

entropy-regularized-rl

soft q learning and soft actor critic

finder

FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)

hddpg-her-rnd

Hierachichal DDPG + Hindsight Experience Replay + Random Network Distillation

her

Pytorch implementation of hindsight experience replay

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imitation_learning

PyTorch implementation of some reinforcement learning algorithms: Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), V-MPO, Behavior Cloning (BC). More algorithms will be added.

informationanalysis

jsbsim

An open source flight dynamics & control software library in C++

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

ma-airl

Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.

maac

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

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

minimalrl

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

mountaincar_dqn_rnd

Playing Mountain-Car without reward engineering, by combining DQN and Random Network Distillation (RND)