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a3c2

Asynchronous Advantage Actor-Critic with Communication

a_drl_algorithm_for_sr

Code developed for my master's thesis: A Deep Reinforcement Learning for Swarm Robotics

aerobenchvv

Simulation and analysis tools for autonomous F-16 maneuvers as a V&V benchmark

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

air-combat

Hello Python

air_combat_game

aircombaterl

airgym

AirSim with openAI gym and keras-rl integration for autonomous copter RL

airsim_imitation-reinforcement-learning

This is the code for my published paper: Improved Reinforcement Learning through Imitation Learning Pretraining Towards Image-based Autonomous Driving

airsim_rl

Training RL agent Drone in Airsim environment with PPO

alphaai

Use unsupervised and supervised learning to predict stocks

autonomous_uavs_swarm_mission

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basic_actual_combat_aircraft_wars

code

competitivemarl

multi-agent reinforcement learning for competitive environments using pytorch

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-reimplementation

Pytorch Implement DRL algorithms (A2C, DDPG, PPO, TD3, SAC) for continuous action space control tasks.

deep-reinforcement-learning-with-pytorch

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

deep_rl_for_swarms

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deeprl_network

multi-agent deep reinforcement learning for networked system control.

dgn

DGN Code

dqn-flappybird

Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch

dqn_mas_rl_bin_aa

drl-demo

使用Pytorch实现一些简单的深度强化学习模型

drl_pytorch

DRL algorithms implemented with Pytorch

dyma-cl

Implementation of DyMA-CL, MARL algorithm