Awesome Open Source

Programming Languages

Search results for deep reinforcement learning dqn

deep-reinforcement-learning x

134 search results found

Easy Rl ⭐ 7,643

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Reinforcement Learning ⭐ 4,244

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Minimalrl ⭐ 2,417

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

Deep Rl Tensorflow ⭐ 1,505

TensorFlow implementation of Deep Reinforcement Learning papers

Rainbow ⭐ 1,272

Rainbow: Combining Improvements in Deep Reinforcement Learning

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Deep Q Learning ⭐ 894

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

Mushroom Rl ⭐ 848

Python library for Reinforcement Learning.

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Crypto Rl ⭐ 497

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

TensorFlow2 Reinforcement Learning

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)

Pytorch Drl ⭐ 387

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

Deep_rl ⭐ 372

PyTorch implementations of deep reinforcement learning algorithms

Pytorch Rl ⭐ 356

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

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.

Hands On Intelligent Agents With Openai Gym ⭐ 280

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Kanachan ⭐ 239

A Japanese (Riichi) Mahjong AI Framework

Rl Theory Book ⭐ 238

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Deep Reinforcement Learning Algorithms ⭐ 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.

Drl_based_selfdrivingcarcontrol ⭐ 222

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

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Repository for codes of 'Deep Reinforcement Learning'

Deeprl Tensorflow2 ⭐ 139

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

Go Bot Drl ⭐ 130

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

Deeprl_algorithms ⭐ 112

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

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"

My Solution to Assignments of CS234

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

Explorer ⭐ 68

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Deep_rl_zoo ⭐ 65

A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

Spatial Intention Maps ⭐ 65

Learning multi-agent robotic mobile manipulation with deep reinforcement learning

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Playing Mario With Deep Reinforcement Learning ⭐ 51

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Keras Dqn Doom ⭐ 49

Keras implementation of DQN on ViZDoom environment

Drift_drl ⭐ 46

High-speed Autonomous Drifting with Deep Reinforcement Learning

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Dqn Obstacle Avoidance ⭐ 38

Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network

Rl_matrix ⭐ 36

Reinforcement Learning Agents in .NET

Reinforcement Learning Pytorch Cartpole ⭐ 36

Simple Cartpole example writed with pytorch.

Training Neural Networks For Event Based End To End Robot Control ⭐ 33

TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement Learning or Spiking Neural Networks.

Exploration Strategies for Deep Reinforcement Learning

Easyagents ⭐ 33

Reinforcement Learning for Practitioners.

Awesome Machine Learning Robotics ⭐ 32

A curated list of resources about Machine Learning for Robotics

Deep Q Networks ⭐ 32

Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym

Dqn Using Pytorch And Ml Agents ⭐ 31

A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

Deeprl Baselines ⭐ 31

Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning

Deep Q Atari ⭐ 29

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

Drl_paper_summary ⭐ 29

Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.

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

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

☔ Deep RL agents with PyTorch☔

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

Tutorial4rl ⭐ 25

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

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

King Pong ⭐ 24

Deep Reinforcement Learning Pong Agent, King Pong, he's the best

A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

Spatial Action Maps ⭐ 23

Learning robotic mobile manipulation with deep reinforcement learning

Hierarchical Deep RL Network

Parl Sample ⭐ 20

Deep reinforcement learning using baidu PARL(maze,flappy bird and so on)

Eagerly Experimentable!!!

Deep reinforcement learning package for torch7

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Reinforce Js ⭐ 17

[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

Deep Rl Mxnet ⭐ 16

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

Dqn Lambda ⭐ 15

NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.

Deep Reinforcement Learning ⭐ 14

To keep track and showcase

Rl_algos ⭐ 14

Reinforcement Learning Algorithms

Kiwi.server ⭐ 14

an implemention of some machine learning algorithm under c#

Series of deep reinforcement learning algorithms 🤖

Autonomous Vehicles Adaptive Cruise Control ⭐ 13

An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents

Deep Reinforcement Learning Notebooks ⭐ 13

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

Openai Gym Projects ⭐ 12

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Dqn4wirelesscontrol ⭐ 12

Python Q learning implementations and application examples in wireless networks

A clean framework and implementations for reinforcement learning algorithms.

Deep Q-Networks in tensorflow

Dqn Flappy Bird ⭐ 10

🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning

Serpinco_ ⭐ 10

A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!

Related Searches

Python Dqn (925)

Python Deep Reinforcement Learning (603)

Reinforcement Learning Dqn (439)

Deep Learning Dqn (399)

1-100 of 134 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2025 Awesome Open Source. All rights reserved.