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Here are 51 public repositories matching this topic...

erlerobot / gym-gazebo

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Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

reinforcement-learning robotics deep-reinforcement-learning openai-gym ros rl gazebo drl

Updated Mar 16, 2019
Python

MLJejuCamp2017 / DRL_based_SelfDrivingCarControl

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Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator

deep-reinforcement-learning dqn self-driving-car drl vehicle-simulator

Updated Mar 24, 2020
C#

AcutronicRobotics / gym-gazebo2

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gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

reinforcement-learning robotics deep-reinforcement-learning ros gym rl gazebo drl ros2

Updated Jul 4, 2019
Python

minqi / learning-to-communicate-pytorch

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Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning recurrent-neural-networks dqn rl deepmind drl multi-agent-systems emergent-behavior drqn multi-agent-reinforcement-learning

Updated Apr 1, 2019
Python

cszhangzhen / DRL4Recsys

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Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

reinforcement-learning paper deep-reinforcement-learning awesome-list recommender-system drl read-papers drl-papers

Updated Jun 10, 2020

Kyushik / DRL

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Repository for codes of 'Deep Reinforcement Learning'

tensorflow deep-reinforcement-learning pygame dqn icm rnd drl ddqn double-dqn prioritized-replay dueling-dqn deep-recurrent-q-network drqn prioritized-experience-replay noisynet-dqn

Updated Oct 4, 2019
Python

amiralansary / rl-medical

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Deep Reinforcement Learning (DRL) agents applied to medical images

python machine-learning reinforcement-learning deep-learning neural-network tensorflow deep-reinforcement-learning medical-imaging landmark-detection reproducibility medical-images drl dqn-variants rl-medical agents-applied

Updated May 8, 2020
Python

jingweiz / pytorch-distributed

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Ape-X DQN & DDPG with pytorch & tensorboard

deep-reinforcement-learning distributed apex dqn ddpg drl

Updated Jun 18, 2019
Python

jgvictores / awesome-deep-reinforcement-learning

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Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

deep-neural-networks reinforcement-learning deep-reinforcement-learning awesome-list drl drl-frameworks

Updated Jul 11, 2020

mymusise / Trading-Gym

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A Trading environment base on Gym

reinforcement-learning trading python3 gym rl drl

Updated Jun 25, 2019
Python

IamWangYunKai / RL-Gallery

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A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.

machine-learning reinforcement-learning deep-reinforcement-learning rl drl

Updated Oct 12, 2019

inoryy / Deep-RL-Bootcamp-Labs

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Solutions to the Deep RL Bootcamp labs

reinforcement-learning deep-reinforcement-learning drl

Updated Oct 15, 2017
Python

xuemei-ye / maddpg-mpe

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Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).

rl drl

Updated Mar 19, 2018
Python

symoon94 / DRQN-keras

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Atari-DRQN (keras ver.)

reinforcement-learning keras drl rcnn deep-recurrent-q-network drqn

Updated Oct 1, 2018
Python

cgel / DRL

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A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.

agent machine-learning deep-learning tensorflow atari2600 deep-reinforcement-learning q-learning artificial-intelligence dqn artificial-neural-networks atari drl

Updated Apr 1, 2017
Python

talaikis / stock_market_reinforcement_learning

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ai deep-learning trading drl

Updated Jan 18, 2018
Python

BonsaiAI / bonsaiai.github.io

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Bonsai's Slate Developer Documentation

markdown documentation docs reinforcement-learning slate bonsai drl bonsaiai

Updated May 19, 2020
JavaScript

ZJU-RL / rllite

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reinforcement-learning deep-reinforcement-learning pytorch reinforcement-learning-algorithms rl drl zju mechine-learing pytorch-implementation

Updated May 26, 2019
Python

ugurkanates / NeurIRS2019DroneChallengeRL

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Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones

autonomous drones deeplearning drl ppo pathplanning reinforcementlearning autonomousdrones

Updated Jul 14, 2020
Python

jingweiz / renderer

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a ROS package to turn your point clouds into a simulator for training DRL agents

simulator deep-reinforcement-learning ros drl ros-kinetic

Updated May 2, 2018
C++

mariotudan / arduino-car-LEDs-DRL-turn-signal

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Arduino project for controlling digital WWA LED strips to act as car DRL and sequential turn signals.

arduino neopixel led drl sequential-turn-signals car-drl turn-signals-arduino

Updated Apr 27, 2018
C++

FLming / DQN_flappy_bird

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Using deep Q-networks to train an agent to play flappy bird.

tensorflow deep-reinforcement-learning dqn flappybird drl double-dqn dueling-dqn target-network

Updated Jan 25, 2019
Python

nerososft / SimpleIP

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image processing

go opengl glfw image-processing drl image-filtering

Updated Nov 10, 2017
C++

FitzLu / drl-snake-ai

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machine-learning q-learning drl

Updated Jan 25, 2019
Python

kevin031060 / RL_TSP_4static

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Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

deep-reinforcement-learning multi-objective-optimization drl neural-combinatorial-optimization

Updated Jun 8, 2020
Python

BlueDi / DeepDip

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DeepDip, a DRL Gym agent that plays no-press Diplomacy in BANDANA

deep-reinforcement-learning openai-gym diplomacy-game drl strategic-game diplomacy gym-environment openai-gym-environment multi-agent-reinforcement-learning parlance multi-agent-game bandana

Updated Jul 22, 2019
Python

ideal233 / sf-vdn

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An extension of VDN, used for transfering between different tasks but with sharing dynamics

mas drl

Updated Dec 31, 2018
Python

CampusAI / CampusAI.github.io

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DeepRL content website:

reinforcement-learning rl drl

Updated Jul 16, 2020
CSS

danielegrattarola / deepRFS

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Deep Feature Extraction for Sample-Efficient Reinforcement Learning

reinforcement-learning deep-learning thesis deep-reinforcement-learning drl

Updated Dec 18, 2017
Python

abhisheksgumadi / deep-q-learning

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Deep Q Learning for the Banana collection Navigation project - Udacity Nanodegree

python unity banana deep-reinforcement-learning dqn udacity-nanodegree drl

Updated Jan 26, 2019
ASP

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