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173 search results found
Reinforcement Learning With Tensorflow
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8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Tianshou
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7,125
An elegant PyTorch deep reinforcement learning library.
Deeprl
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2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pretrained agents included.
Td3
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1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Ddpg Keras Torcs
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595
Using Keras and Deep Deterministic Policy Gradient to play TORCS
Rlcode
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560
Rl_algorithms
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470
Structural implementation of RL key algorithms
Huskarl
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417
Deep Reinforcement Learning Framework + Algorithms
Reinforcement Learning Algorithms
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407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including  DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
Deep_rl
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372
PyTorch implementations of deep reinforcement learning algorithms
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Pytorch Rl
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356
This repository contains modelfree deep reinforcement learning algorithms implemented in Pytorch
Xuance
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339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
Machine Learning Is All You Need
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337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Rls
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330
Reinforcement Learning Algorithms Based on PyTorch
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Recnn
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313
Reinforced Recommendation toolkit build around pytorch 1.7
Uav Ddpg
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297
Code for paper "Computation Offloading Optimization for UAVassisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
Alf
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280
Agent Learning Framework https://alf.readthedocs.io
Deep Rl
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270
Collection of Deep Reinforcement Learning algorithms
Rlcycle
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242
A library for readymade reinforcement learning agents and reusable components for neat prototyping
Rocket Lander
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236
SpaceX Falcon 9 Box2D continuousaction simulation with traditional and AI controllers.
Pytorch Actorcriticrl
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221
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
Stable Baselines
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221
Mirror of StableBaselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Ddpg Aigym
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220
Continuous control with deep reinforcement learning  Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments
Icnn
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207
Input Convex Neural Networks
Pytorch Ddpg
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207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Hindsight Experience Replay
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201
This is the pytorch implementation of Hindsight Experience Replay (HER)  Experiment on all fetch robotic environments.
Tf2 Rl
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178
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AEDDPG, SAC, PPO, PrimalDual DDPG]
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Deepreinforcementlearningthatmatters
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137
Accompanying code for "Deep Reinforcement Learning that Matters"
Rl_carla
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133
Use Reinforcement Learning to train an autonomous driving agent in CARLA Simulator
Torchrl
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127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Paddle Rlbooks
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108
PaddleRLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Sumolights
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104
SUMO adaptive traffic signal control  DQN, DDPG, Webster's, Maxpressure, SelfOrganizing Traffic Lights
Deep Reinforcement Learning In Large Discrete Action Spaces
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102
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Mrl
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95
Reinforcement Learning
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95
🤖 Implements of Reinforcement Learning algorithms.
Vn Maddpg
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92
Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"
Reinforce_py
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91
Reinforcement Learning in Python
A Deep Rl Approach For Sdn Routing Optimization
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90
A DeepReinforcement Learning Approach for SoftwareDefined Networking Routing Optimization
Ddpg_biped
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88
Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.
Openaigym
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86
Solving OpenAI Gym problems.
Run Skeleton Run
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81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Pytorch Distributed
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74
ApeX DQN & DDPG with pytorch & tensorboard
Benchmark
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74
Learning To Drive In A Day
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72
Implementation of reinforcement learning approach to make a car learn to drive
Airsimdrl
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68
Autonomous UAV Navigation without Collision using Visual Information in Airsim
Ddpg
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57
Implementation of DDPG (Modified from the work of Patrick Emami)  Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function, reward discounting, works on discrete & continuous action spaces
Drl Rec
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57
Deep reinforcement learning for recommendation system
Learning2run
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53
Our NIPS 2017: Learning to Run source code
Model Free Algorithms
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52
TD3, SAC, IQN, Rainbow, PPO, ApeX and etc. in TF1.x
Reinforcementlearning
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48
Reinforcing Your Learning of Reinforcement Learning
Force
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47
A library for reinforcement learning research
Rainbow_ddpg
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43
Commnet Bicnet
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37
CommNet and BiCnet implementation in tensorflow
Ddpg
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36
reimplementation of the ddpg algorithm using tensorflow
Rlsscontinuouscontroltutorial
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34
Tutorial on continuous control at Reinforcement Learning Summer School 2017.
Wolpertinger_ddpg
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34
Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. MultiGPU/SingerGPU/CPU compatible.
Drl_algorithm_library
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33
This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
Deep_rl_acrobot
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30
TensorFlow A2C to solve Acrobot, with synchronized parallel environments
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Geppg
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29
Pyrl
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29
PyRL  Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
Rainy
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28
☔ Deep RL agents with PyTorch☔
Deep Rl Agents
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28
Apex
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27
A continuous deep reinforcement learning framework for robotics
Reinforcement_learning_with_pytorch
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27
Implement some algorithms of RL
General
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25
国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架
Trading_gym
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25
a unified environment for supervised learning and reinforcement learning in the context of quantitative trading
Reinforcement_learning_with_tensorflow
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25
Minimal implementations of reinforcement learning algorithms by Tensorflow
Srlf
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24
Simple Reinforcement Learning Framework
Core Rl
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24
Code implementing the CORERL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.
Mapr2
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21
Ai Traineree
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21
PyTorch agents and tools for (Deep) Reinforcement Learning
Ddpg Pytorch
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21
Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite
Cher
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21
Curriculumguided Hindsight Experience Replay (NeurIPS2019)
Ddpg_torcs_pytorch
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20
Using PyTorch and DDPG to play Torcs
Rl Pytorch
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20
A beginnerfriendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
Needle
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19
some RL algorithms
Asddpg
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19
Code for the ICRA2018 paper "Learning with training wheels: Speeding up training with a simple controller for Deep Reinforcement Learning"
R2l
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18
Recurrent continuous reinforcement learning algorithms implemented in Pytorch.
Spiking Ddpg Mapless Navigation
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17
SpikingDDPG trains an SNN for energyefficient mapless navigation on Intel's Loihi neuromorphic processor.
Drl_implementation
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17
A DRL implementation repo
Ddpg Tensorflow
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16
DDPG on OpenAI Gym Pendulum
Deep Rl Mxnet
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16
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Vrep_yolov3_ddpg_pytorch
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16
Vrep simulation experiment using yolov3 pytorch and DDPG
Ddpg Mountaincarcontinuous V0
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16
Solving the OpenAI Gym (MountainCarContinuousv0) with DDPG
Fetchreach_gym
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16
Implementation of DDPG+HER on gym robotics environment FetchReachv1
Continuous Rl
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15
Rlzoo
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15
fork of rlbaselinezoo
Ddpg
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15
Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm
Deep Rl Toolkit
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15
RLToolkit is a flexible and highefficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Robot Learning
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14
Gher
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14
GHER algorithm
Goal_conditioned_rl_baselines
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14
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