Movatterモバイル変換

Skip to content

#

drl

Here are 141 public repositories matching this topic...

Language:All

Filter by language

All141 Python83 Jupyter Notebook22 C++7 HTML5 Java5 C#4 Classic ASP3 JavaScript2 Makefile1 TeX1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

tianshou

thu-ml /tianshou

An elegant PyTorch deep reinforcement learning library.

pytorch dqn policy-gradient rl cql atari ddpg imitation-learning sac drl npg double-dqn trpo mujoco ppo a2c td3 bcq transferlab

UpdatedMar 17, 2025
Python

opendilab /DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

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

UpdatedMar 17, 2025
Python

erlerobot /gym-gazebo

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

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

UpdatedMar 16, 2019
Python

ChenglongChen /pytorch-DRL

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

UpdatedNov 11, 2017
Python

AcutronicRobotics /gym-gazebo2

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

UpdatedJul 4, 2019
Python

minqi /learning-to-communicate-pytorch

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

UpdatedApr 1, 2019
Python

MLJejuCamp2017 /DRL_based_SelfDrivingCarControl

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

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

UpdatedMar 24, 2020
C#

cszhangzhen /DRL4Recsys

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

UpdatedMay 4, 2023

Kyushik /DRL

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

UpdatedOct 4, 2019
Python

jgvictores /awesome-deep-reinforcement-learning

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

UpdatedJul 4, 2023

amiralansary /rl-medical

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

UpdatedOct 5, 2020
Python

kevin031060 /RL_TSP_4static

Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

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

UpdatedJun 8, 2020
Python

DRL-robot-navigation-IR-SIM

reiniscimurs /DRL-robot-navigation-IR-SIM

Deep Reinforcement Learning for mobile robot navigation in IR-SIM simulation. Using DRL (SAC, TD3, PPO, DDPG) neural networks, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

ddpg obstacle-avoidance sac drl ppo robot-navigation obstacle-avoidance-robot td3 ddpg-pytorch ppo-pytorch sac-pytorch drl-pytorch td3-pytorch ir-sim

UpdatedMar 17, 2025
Python

jingweiz /pytorch-distributed

Ape-X DQN & DDPG with pytorch & tensorboard

deep-reinforcement-learning distributed apex dqn ddpg drl

UpdatedJun 18, 2019
Python

ZYunfeii /DRL_algorithm_library

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

UpdatedJun 16, 2022
Python

mymusise /Trading-Gym

A Trading environment base on Gym

reinforcement-learning trading python3 gym rl drl

UpdatedJun 25, 2019
Python

ChenDRAG /mujoco-benchmark

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

UpdatedApr 29, 2021

Arena-Rosnav /arena-rosnav

python benchmarking robotics navigation simulation pytorch ros drl ppo

UpdatedMar 13, 2025
Python

DonsetPG /fenics-DRL

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

gym fenics drl fluid-mechanics

UpdatedMar 7, 2021
Python

cfl-minds /drl_shape_optimization

Deep reinforcement learning to perform shape optimization

deep-reinforcement-learning drl shape-optimization ppo

UpdatedOct 17, 2021
Python

Improve this page

Add a description, image, and links to thedrl topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thedrl topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2025 Movatter.jp