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173 search results found

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Rl Baselines3 Zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Author's PyTorch implementation of TD3 for OpenAI gym tasks

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Ddpg Keras Torcs ⭐ 595

Using Keras and Deep Deterministic Policy Gradient to play TORCS

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

Reinforcement Learning Algorithms ⭐ 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 ⭐ 372

PyTorch implementations of deep reinforcement learning algorithms

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Machine Learning Is All You Need ⭐ 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!

Reinforcement Learning Algorithms Based on PyTorch

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Reinforced Recommendation toolkit build around pytorch 1.7

Uav Ddpg ⭐ 297

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Agent Learning Framework https://alf.readthedocs.io

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Rlcycle ⭐ 242

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

Rocket Lander ⭐ 236

SpaceX Falcon 9 Box2D continuous-action simulation with traditional and AI controllers.

Pytorch Actorcriticrl ⭐ 221

PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Input Convex Neural Networks

Pytorch Ddpg ⭐ 207

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Hindsight Experience Replay ⭐ 201

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Deepreinforcementlearningthatmatters ⭐ 137

Accompanying code for "Deep Reinforcement Learning that Matters"

Rl_carla ⭐ 133

Use Reinforcement Learning to train an autonomous driving agent in CARLA Simulator

Torchrl ⭐ 127

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Paddle Rlbooks ⭐ 108

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Sumolights ⭐ 104

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Vn Maddpg ⭐ 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 ⭐ 91

Reinforcement Learning in Python

A Deep Rl Approach For Sdn Routing Optimization ⭐ 90

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Ddpg_biped ⭐ 88

Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Run Skeleton Run ⭐ 81

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

Benchmark ⭐ 74

Learning To Drive In A Day ⭐ 72

Implementation of reinforcement learning approach to make a car learn to drive

Airsimdrl ⭐ 68

Autonomous UAV Navigation without Collision using Visual Information in Airsim

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

Deep reinforcement learning for recommendation system

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

Model Free Algorithms ⭐ 52

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

A library for reinforcement learning research

Rainbow_ddpg ⭐ 43

Commnet Bicnet ⭐ 37

CommNet and BiCnet implementation in tensorflow

reimplementation of the ddpg algorithm using tensorflow

Rlsscontinuouscontroltutorial ⭐ 34

Tutorial on continuous control at Reinforcement Learning Summer School 2017.

Wolpertinger_ddpg ⭐ 34

Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.

Drl_algorithm_library ⭐ 33

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

Deep_rl_acrobot ⭐ 30

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

☔ Deep RL agents with PyTorch☔

Deep Rl Agents ⭐ 28

A continuous deep reinforcement learning framework for robotics

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

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 ⭐ 25

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

Reinforcement_learning_with_tensorflow ⭐ 25

Minimal implementations of reinforcement learning algorithms by Tensorflow

Simple Reinforcement Learning Framework

Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Ddpg Pytorch ⭐ 21

Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite

Curriculum-guided Hindsight Experience Replay (NeurIPS-2019)

Ddpg_torcs_pytorch ⭐ 20

Using PyTorch and DDPG to play Torcs

Rl Pytorch ⭐ 20

A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.

some RL algorithms

Code for the ICRA2018 paper "Learning with training wheels: Speeding up training with a simple controller for Deep Reinforcement Learning"

Recurrent continuous reinforcement learning algorithms implemented in Pytorch.

Spiking Ddpg Mapless Navigation ⭐ 17

Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.

Drl_implementation ⭐ 17

A DRL implementation repo

Ddpg Tensorflow ⭐ 16

DDPG on OpenAI Gym Pendulum

Deep Rl Mxnet ⭐ 16

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

Vrep_yolov3_ddpg_pytorch ⭐ 16

V-rep simulation experiment using yolov3 pytorch and DDPG

Ddpg Mountaincarcontinuous V0 ⭐ 16

Solving the OpenAI Gym (MountainCarContinuous-v0) with DDPG

Fetchreach_gym ⭐ 16

Implementation of DDPG+HER on gym robotics environment FetchReach-v1

Continuous Rl ⭐ 15

fork of rl-baseline-zoo

Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm

Deep Rl Toolkit ⭐ 15

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Robot Learning ⭐ 14

G-HER algorithm

Goal_conditioned_rl_baselines ⭐ 14

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