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Search results for pytorch gym

103 search results found

Stable Baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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)

Muzero General ⭐ 2,203

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

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Jetson Reinforcement ⭐ 789

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

Lightzero ⭐ 767

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Super Mario Bros A3c Pytorch ⭐ 735

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

Pytorch Blender ⭐ 510

💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

Unified Reinforcement Learning Framework

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

Robotics Rl Srl ⭐ 455

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Stable Baselines3 Contrib ⭐ 384

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

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

DrQ: Data regularized Q

Pytorch Rl ⭐ 356

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

Repository for Open Source Reinforcement Learning Framework JORLDY

Reinforcement Learning Algorithms Based on PyTorch

Pytorch Cpp Rl ⭐ 308

PyTorch C++ Reinforcement Learning

Pytorch A3c ⭐ 289

Simple A3C implementation with pytorch + multiprocessing

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

Rl Exploration Baselines ⭐ 279

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Pytorch Reinforce ⭐ 254

PyTorch Implementation of REINFORCE for both discrete & continuous control

Reco Gym ⭐ 236

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Pytorch_sac ⭐ 232

PyTorch implementation of Soft Actor-Critic (SAC)

Vectorizedmultiagentsimulator ⭐ 210

VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

Morl Baselines ⭐ 185

Multi-Objective Reinforcement Learning algorithms implementations.

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

Torchrl ⭐ 127

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

Openai_five_vs_dota2_explained ⭐ 101

This is the code for "OpenAI Five vs DOTA 2 Explained" By Siraj Raval on Youtube

Pytorch Neat ⭐ 80

A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm

Explorer ⭐ 68

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

Pytorch Rl ⭐ 64

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

Pytorch A3c Mujoco ⭐ 62

Implement A3C for Mujoco gym envs

Pytorch.rl.learning ⭐ 61

for learning reinforcement learning using PyTorch.

Rl Code Resources ⭐ 49

A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments

Policy Adaptation During Deployment ⭐ 46

Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.

Super Mario Rl ⭐ 46

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

Pytorch_sac_ae ⭐ 38

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

Pytorch Gym ⭐ 35

Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch

Wolpertinger_ddpg ⭐ 34

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

Proto-RL: Reinforcement Learning with Prototypical Representations

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)

Deterministic Gail Pytorch ⭐ 29

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

Pytorch_car_caring ⭐ 29

Reinforcement Learning for Gym CarRacing-v0 with PyTorch

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

Rnd Pytorch ⭐ 29

Random Network Distillation(RND) algo in Pytorch

A3c Super Mario Pytorch ⭐ 28

Reinforcement Learning for Super Mario Bros using A3C on GPU

Repository for Deep Active Localization research and benchmarks

Fast Reinforcement Learning ⭐ 26

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

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

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Paac.pytorch ⭐ 21

Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862

Qrl Dqn Gym ⭐ 21

PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)

Ddpg_torcs_pytorch ⭐ 20

Using PyTorch and DDPG to play Torcs

PyTorch implementation of "Asynchronous advantage actor-critic"

Es_pytorch ⭐ 20

High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters

Hierarchical Meta Reinforcement Learning ⭐ 19

This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.

My experimentations with Reinforcement Learning in Pytorch

Deep Reinforcement Learning Framework done with PyTorch

Pytorch Es ⭐ 16

Evolutionary Strategies for PyTorch

Simple Pytorch Rl ⭐ 15

Reinforcement Learning Methods with PyTorch

Gym Duckietown ⭐ 15

Self-driving car simulator for the Duckietown universe

Dqn Mario ⭐ 14

PyTorch Implementation of DQN and training Super Mario Bros

Reinforcement_learning_ppo_rnd ⭐ 14

Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation

Rl_sandbox_public ⭐ 14

PyTorch implementation of (Deep) Reinforcement Learning (RL) algorithms

Swifttorch ⭐ 14

🏗PyTorch + Swift mashup

Pytorch implementation of Soft Actor-Critic

Mars Gym ⭐ 11

Quantumexplorer ⭐ 10

A quantum reinforcement learning framework for exploring new ideas, based on PyTorch and PennyLane.

Ai_research ⭐ 10

This GitHub repo showcases my AI skills with computer vision and reinforcement learning projects. Detailed documentation and code provided.

Openai Gym Pytorch ⭐ 10

Examples of reinforcement learning using PyTorch to solve the OpenAI Gym problems

Hands On Reinforcement Learning With Pytorch ⭐ 10

Hands-on Reinforcement Learning with PyTorch, published by [Packt]

Gym Tictactoe Zero ⭐ 9

Tic Tac Toe with Alpha Zero method - My first work

Docker Aitools ⭐ 9

Jupyter Lab for local AI work with Pytorch, Tensorflow, OpenCV, OpenAI Gym (based on cudagl 9 image)

Worldmodels A3c ⭐ 9

World Models with A3C on Carracing-v0 in gym

Gym Duckietown Agent ⭐ 9

This is the template for the gym agent.

Spacefortress ⭐ 9

OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206

Reinforcement ⭐ 9

Reinforcement learning modular with pytorch

A project for the DRL framework. AINE means "Agent IN Environment".

Deep Reinforcement Learning With Pytorch ⭐ 8

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

Evolution Strategies ⭐ 8

🤖Distributed Natural Evolution Strategies Build with PyTorch and Ray

Alphazero Gym ⭐ 8

AlphaZero for continuous control tasks

A3C Algorithm for classic Atari games

Doom_dqfd ⭐ 7

deep reinforcement learning using demonstrations to help solve Doom environments

Spinningup Drl Prototyping ⭐ 7

Interferobotproject ⭐ 6

Interferobot: aligning an optical interferometer by a reinforcement learning agent

Mancala board game, written in python. The rule is Kalah and can be extended.

Berkeley_cs294_fall2017 ⭐ 6

an attempt to do homework for CS294 using PyTorch

Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.

Td3 Bipedal Walker ⭐ 6

Trains an agent with Twin Delayed Deep Deterministic Policy Gradient (TD3) to solve the Bipedal Walker challenge from OpenAI

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