drl

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Here are 104 public repositories matching this topic...

thu-ml / tianshou

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An elegant PyTorch deep reinforcement learning library.

Updated Mar 20, 2023
Python

opendilab / DI-engine

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OpenDILab Decision AI Engine

python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning r2d2 smac mujoco multiagent-reinforcement-learning pytorch-rl self-play model-based-reinforcement-learning exploration-exploitation distributed-reinforcement-learning offline-rl

Updated Mar 21, 2023
Python

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

ChenglongChen / pytorch-DRL

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PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

reinforcement-learning deep-reinforcement-learning pytorch multi-agent dqn rl deep-q-network ddpg drl actor-critic deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c acktr madrl

Updated Nov 11, 2017
Python

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

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#

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 Aug 28, 2022

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

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 Feb 1, 2023

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 Oct 5, 2020
Python

ChenDRAG / mujoco-benchmark

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Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

benchmark performance pytorch rl baseline results ddpg sac drl mujoco ppo tianshou

Updated Apr 29, 2021

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

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

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

ZYunfeii / DRL_algorithm_library

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This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

gae deep-reinforcement-learning ddpg sac drl td3 pytorch-implementation maddpg ppo2

Updated Jun 16, 2022
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

DonsetPG / fenics-DRL

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Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.

gym fenics drl fluid-mechanics

Updated Mar 7, 2021
Python

cfl-minds / drl_shape_optimization

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Deep reinforcement learning to perform shape optimization

deep-reinforcement-learning drl shape-optimization ppo

Updated Oct 17, 2021
Python

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