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273 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
Easy Rl
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7,643
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github
Tianshou
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7,125
An elegant PyTorch deep reinforcement learning library.
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Elegantrl
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3,489
Massively Parallel Deep Reinforcement Learning. 🔥
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)
Finrl Trading
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1,892
For trading. Please star.
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Td3
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1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
Rl Baselines Zoo
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1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Mushroom Rl
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765
Python library for Reinforcement Learning.
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
Deep Rl Keras
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521
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
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)
Pytorch Drl
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387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
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 model-free 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
Pytorch Ddpg Naf
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306
Implementation of algorithms for continuous control (DDPG and NAF).
Uav Ddpg
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297
Code for paper "Computation Offloading Optimization for UAV-assisted 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 ready-made reinforcement learning agents and reusable components for neat prototyping
Rocket Lander
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236
SpaceX Falcon 9 Box2D continuous-action simulation with traditional and AI controllers.
Deep Reinforcement Learning Algorithms
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235
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Stable Baselines
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221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Pytorch Actorcriticrl
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221
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
Ddpg Aigym
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220
Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments
Train Robot Arm From Scratch
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208
Build environment and train a robot arm from scratch (Reinforcement Learning)
Pytorch Ddpg
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207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Icnn
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207
Input Convex Neural Networks
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Mindmaker
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202
MindMaker UE4 Machine Learning Toolkit
Hindsight Experience Replay
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201
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Motion Planner Reinforcement Learning
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186
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
Tf2 Rl
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178
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual 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
Paddle-RLBooks 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, Max-pressure, Self-Organizing 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
Reinforcement Learning
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95
🤖 Implements of Reinforcement Learning algorithms.
Mrl
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95
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
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 Deep-Reinforcement Learning Approach for Software-Defined 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.
Reinforcement Learning Wechat Jump
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85
Reinforcement Learning for WeChat Jump
Run Skeleton Run
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81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Mujoco Benchmark
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78
Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library
Pytorch Distributed
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74
Ape-X 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
Turtlebot3_ddpg_collision_avoidance
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72
Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay
Airsimdrl
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68
Autonomous UAV Navigation without Collision using Visual Information in Airsim
Stateadvdrl
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63
[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"
Dqn_ddqn_dueling_and_ddpg_tensorflow
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57
Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)
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
Velocity_control
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52
Source code for paper "Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving"
Model Free Algorithms
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52
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Cartpoleplusplus
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49
3d cartpole gym env using bullet physics trained from pixels with tensorflow LRPG, DDPG & NAF
Drl Energy Management
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48
Deep reinforcement learning based energy management strategy for hybrid electric vehicle
Reinforcementlearning
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48
Reinforcing Your Learning of Reinforcement Learning
Td3 Pytorch Bipedalwalker V2
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47
Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment
Force
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47
A library for reinforcement learning research
Reinforcementlearningzoo.jl
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45
Rainbow_ddpg
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43
Resources Allocation In The Edge Computing Environment Using Reinforcement Learning
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41
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
Rl_bootcamp
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41
Repository for slides & codes of RL Korea Bootcamp
Unity_ml_agents
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38
Unity ML-agents Project Repository of RLKorea
Nips_rl
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38
Code for NIPS 2017 learning to run challenge
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
Pytorch Gym
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35
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
Policy Gradient Methods
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35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Wolpertinger_ddpg
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34
Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.
Rlsscontinuouscontroltutorial
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34
Tutorial on continuous control at Reinforcement Learning Summer School 2017.
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
Pyrl
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29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
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
Ddpg Pytorch
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28
PyTorch implementation of DDPG for continuous control tasks.
Deep Rl Agents
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28
Related Searches
Python Ddpg (374)
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