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89 search results found

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

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

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

PFRL: a PyTorch-based deep reinforcement learning library

Async Rl ⭐ 1,013

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Jetson Reinforcement ⭐ 789

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

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.

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

Stock_market_reinforcement_learning ⭐ 630

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Ddpg Keras Torcs ⭐ 595

Using Keras and Deep Deterministic Policy Gradient to play TORCS

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Gym Starcraft ⭐ 505

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

Obstacle Tower Env ⭐ 453

Obstacle Tower Environment

Long-Term Evolution Project of Reinforcement Learning

Panda Gym ⭐ 385

Set of robotic environments based on PyBullet physics engine and gymnasium.

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

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

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

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Deep Planning Network: Control from pixels by latent planning with learned dynamics

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

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Pytorch_sac ⭐ 232

PyTorch implementation of Soft Actor-Critic (SAC)

Ddpg Aigym ⭐ 220

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

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Naf Tensorflow ⭐ 188

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Dist Dqn ⭐ 181

Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym

Deep_q_learning ⭐ 156

This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube

Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning

Reinforcement_learning_basic_book ⭐ 140

这是一个学习强化学习基础原理的仓库，主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

Deep Q Learning ⭐ 127

Tensorflow implementation of Deepminds dqn with double dueling networks

Raveforce ⭐ 126

RaveForce - An OpenAI Gym style toolkit for music generation experiments.

Deep Reinforcement Learning With Python ⭐ 107

Deep Reinforcement Learning with Python, Second Edition, published by Packt

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

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

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

Gym_trading ⭐ 89

Drqn Tensorflow ⭐ 88

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

Tiny Dqn ⭐ 78

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

Deep Reinforcement Learning Practice ⭐ 73

Practice of Deep Reinforcement Learning with Keras and gym.

Rl Course Experiments ⭐ 73

Explorer ⭐ 68

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

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Malmo Challenge ⭐ 64

Malmo Collaborative AI Challenge - Team Pig Catcher

Dqn_ddqn_dueling_and_ddpg_tensorflow ⭐ 57

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

Tensorflow_rl ⭐ 54

Policy Adaptation During Deployment ⭐ 46

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

Tensorflow2.0 For Deep Reinforcement Learning ⭐ 44

TensorFlow 2.0 for Deep Reinforcement Learning. 🐙

myGym enables fast prototyping of RL in the area of robotic manipulation and navigation.You can train different robots, in several environments on various tasks. There is automatic evaluation and benchmark tool. From version 2.1 there is support for multi-step tasks, multi-reward training and multi-network architectures.

Toribash Learning Environment

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Pytorch_sac_ae ⭐ 38

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

Programmable Agents_tensorflow ⭐ 38

Tensorflow Implementation of Programmable Agents

Rl Dialog ⭐ 37

Gym Carla ⭐ 35

An OpenAI gym wrapper for CARLA simulator

Proto-RL: Reinforcement Learning with Prototypical Representations

Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.

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)

Model Free Episodic Control ⭐ 31

This is the implementation of paper Model Free Episodic Control

Framework for deep reinforcement learning.

Collaborative Deep Reinforcement Learning

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

Modelrepo ⭐ 29

reproduce some RL or Multi-Agent models

Deep Q Atari ⭐ 29

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

Repository of deep learning and robotics related practice projects.

Minecraft Reinforcement Learning ⭐ 27

Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft

Repository for Deep Active Localization research and benchmarks

Deep Q Network ⭐ 26

Keras implementation of DQN for the MsPacman-v0 OpenAI Gym environment.

Trading_gym ⭐ 25

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

Master Thesis ⭐ 25

Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex

Covid 19 Resources ⭐ 24

Resources for Covid-19

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

A curated list of reinforcement learning environments and frameworks.

Multi_car_racing ⭐ 22

An OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Es_pytorch ⭐ 20

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

Stock_market_reinforcement_learning ⭐ 19

Hierarchical Meta Reinforcement Learning ⭐ 19

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

Reinforcementlearning ⭐ 18

This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.

Tutorials And Papers ⭐ 17

Collection of tutorials, exercises and papers on RL

Deep Reinforcement Learning Framework done with PyTorch

Carracingrl_ddqn ⭐ 16

Reinforcement Learning for Gym CarRacing-v0 game (Double Deep Q Network)

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

Deep_rl_pong_keras ⭐ 16

Deep Reinforcement Learning Policy Gradients Method - Pong game - Keras

Rocket_lander_gym ⭐ 16

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Minecraft Deep Learning ⭐ 15

Deep reinforcement learning in Minecraft using gym-minecraft and keras-rl.

Reinforcement learning algorithms implemented using Keras and OpenAI Gym

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