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Search results for pytorch dqn

126 search results found

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Cleanrl ⭐ 3,947

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

Elegantrl ⭐ 3,229

Massively Parallel Deep Reinforcement Learning. 🔥

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)

Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Rainbow Is All You Need ⭐ 1,637

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Slm Lab ⭐ 1,052

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

Pytorch Project Template ⭐ 839

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

Jetson Reinforcement ⭐ 789

Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Rl_games ⭐ 603

RL implementations

Rl_algorithms ⭐ 470

Structural implementation of RL key 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)

Pytorch Drl ⭐ 387

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

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

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

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

Mprgdeeplearninglecturenotebook ⭐ 324

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

Velocity in deep-learning research

Rlcycle ⭐ 242

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

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

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

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Deeprl_pytorch ⭐ 155

Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

Rainbow ⭐ 138

A PyTorch implementation of Rainbow DQN agent

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Torchrl ⭐ 127

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

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)

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

Categorical Dqn ⭐ 90

A working implementation of the Categorical DQN (Distributional RL).

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Dqn_pytorch ⭐ 86

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

Explorer ⭐ 68

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

Spatial Intention Maps ⭐ 65

Learning multi-agent robotic mobile manipulation with deep reinforcement learning

Dqn Pytorch ⭐ 53

Deep Q Learning via Pytorch

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

Super Mario Rl ⭐ 46

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

Dqn Atari ⭐ 44

Deep Q-Learning (DQN) implementation for Atari pong.

Minimal Isaac Gym ⭐ 42

A Minimal Example of Isaac Gym with DQN and PPO.

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Rl_bootcamp ⭐ 41

Repository for slides & codes of RL Korea Bootcamp

Reinforcement Learning Pytorch Cartpole ⭐ 36

Simple Cartpole example writed with pytorch.

Generative Adversarial User Model For Reinforcement Learning Based Recommendation System Pytorch ⭐ 34

Ddqn With Pytorch For Openai Gym ⭐ 32

Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Dqn Using Pytorch And Ml Agents ⭐ 31

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

Machine Learning ⭐ 31

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

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.)

2048_env ⭐ 29

2048 environment for Reinforcement Learning and DQN algorithm

☔ 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

Fast Reinforcement Learning ⭐ 26

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Rl Policies Attacks Defenses ⭐ 26

Adversarial attacks on Deep Reinforcement Learning (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

Paramnoise ⭐ 25

A comparison of parameter space noise methods for exploration in deep reinforcement learning

Spatial Action Maps ⭐ 23

Learning robotic mobile manipulation with deep reinforcement learning

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Recurrent Deep Q Learning ⭐ 21

Solving POMDP using Recurrent networks

Drl Using Pytorch ⭐ 20

PyTorch implementation of Deep Reinforcement Algorithm

Rl Pytorch ⭐ 20

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

Dqn Flappybird ⭐ 20

Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch

A Population Based Reinforcement Learning Library based on PyTorch

Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".

The implement of all kinds of dqn reinforcement learning with Pytorch

Snakeplissken ⭐ 15

A.I. snake game build using pygame | pytorch | python

fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.

Koikoi Ai ⭐ 14

🎴Learning based AI for playing multi-round Koi-Koi hanafuda card games. Have fun.

Drlpytorch ⭐ 14

白话强化学习与PyTorch的学习笔记

Dqn Mario ⭐ 14

PyTorch Implementation of DQN and training Super Mario Bros

Pytorch Rl ⭐ 14

Pytorch Implementation of RL algorithms

Mlagents ⭐ 13

This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.

Deep Rl Tutorial ⭐ 12

A Tutorial on Deep Reinforcement Learning in PyTorch

Touhou10 Dqn ⭐ 12

DQN AI environment for the bullet hell games from Touhou 10 - Mountaion of Faith, using PyTorch

Rlcodebase ⭐ 12

RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms

A clean framework and implementations for reinforcement learning algorithms.

Dqn Pytorch ⭐ 11

PyTorch - Implicit Quantile Networks - Quantile Regression - C51

Dueling Dqn Pytorch ⭐ 11

very easy implementation of dueling DQN in pytorch

Ape X Dqn ⭐ 10

PyTorch Implementation of Ape-X (Distributed prioritized experience replay) architecture with DQN learner

Rl_algorithms ⭐ 10

Take the code of the reinforcement learning algorithm here~

Q Trading Pytorch ⭐ 10

DQN stock trading pytorch implementation

Deepreinforcementlearning Pytorch ⭐ 10

PyTorch implementation of classical deep reinforcement learning algorithms

Pytorch Dqn ⭐ 9

Using pytorch to implement DQN / DDQN / Atari DDQN

Pommerman ⭐ 9

💣 Bomberman deep reinforcement learning challenge in PyTorch

Reinforcement ⭐ 9

Reinforcement learning modular with pytorch

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