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55 search results found

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Coach ⭐ 2,312

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Basic_reinforcement_learning ⭐ 978

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

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Gym Starcraft ⭐ 505

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

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Rl Portfolio Management ⭐ 417

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

Pytorch Rl ⭐ 356

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

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

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

Reinforcement Learning Kr ⭐ 238

[파이썬과 케라스로 배우는 강화학습] 예제

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Pytorch Ddpg ⭐ 207

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

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

A bare-bones Python library for quality diversity optimization.

Dist Dqn ⭐ 181

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

Raveforce ⭐ 126

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

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

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Tiny Dqn ⭐ 78

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

Open-source library for a reinforcement learning research.

Min Decision Transformer ⭐ 47

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

Async Deeprl ⭐ 44

Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning

Async Rl ⭐ 44

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]

PyTorch implementation of Proximal Policy Optimization

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Deep Q Networks ⭐ 32

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

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

Deep Q Atari ⭐ 29

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

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Gail Pytorch ⭐ 26

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

Super Mario Reinforcement Learning from Demonstration

Deep Developmental Reinforcement Learning

Gym_multirotor ⭐ 25

Multi-rotor Gym

Deep Reinforcement Learning ⭐ 23

A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.

Hierarchical Meta Reinforcement Learning ⭐ 19

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

PyTorch implementation of Advantage Actor-Critic (A2C)

Deep Reinforcement Learning Cs285 Pytorch ⭐ 17

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

Rl Toolkit ⭐ 17

RL-Toolkit: A Research Framework for Robotics

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.

Sources Of Reinforcement Learning ⭐ 15

All the source codes and lectures of reinforcement learning.

Retrowrapper ⭐ 14

Wrapper for OpenAI Retro envs for parallel execution

Pytorch Rl ⭐ 14

Pytorch Implementation of RL algorithms

Deep Q Network Breakout ⭐ 14

This is an implementation of Deep Q Learning (DQN) playing Breakout from OpenAI's gym with Keras.

Deep Reinforcement Learning Architectures ⭐ 13

Repo containing to-dos and instructions for DRL in POMDPs.jl

Ga Openai Gym ⭐ 13

Usage of genetic algorithms to train a neural network in the multiple OpenAI gym environments.

Deep Q-Networks in tensorflow

Quanser Openai Driver ⭐ 11

OpenAI Gym wrapper for the Quanser Qube and Quanser Aero

Rl Workshop ⭐ 11

Deep Reinforcement Learning Workshop - Spring 2018

Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Deep Rl Dqn Tensorflow ⭐ 10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Pytorch A2c ⭐ 10

A well-documented A2C written in PyTorch

Pyreinforce ⭐ 10

Deep Reinforcement Learning library for Python

Gym_fuzz1ng ⭐ 10

OpenAI Gym environment for binary fuzzing based on afl

Openai Gym Deep Q Learning ⭐ 10

Deep Q-Learning Reinforcement Learning with OpenAI's Gym

Spacefortress ⭐ 9

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

Reinforcement Learning ⭐ 9

In this all Projects dealing with reinforcement learning wil be uploaded

Reinforceflow ⭐ 9

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

Pytorch implementation of the Deep Deterministic Policy Gradients Algorithm for Continuous Control

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Implementation of Deep Q-network to play the game 2048 using Keras.

Procgen Tools ⭐ 8

Tools for running experiments on RL agents in procgen environments

Evolution Strategies ⭐ 8

🤖Distributed Natural Evolution Strategies Build with PyTorch and Ray

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

Bipedalwalker V2 ⭐ 7

Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Twin Delayed Ddpg ⭐ 7

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

Tiny Dqn Tensorflow ⭐ 7

Tiny implementation of Deep-Q Network with Tensorflow

Gym Cartpolemod ⭐ 7

Modified CartPole-v0 OpenAI Gym environment with various noisy cases and Reinforcement Learning based controller

A generic, easy to use, and keras-compatible deep RL framework

Rlcontrol ⭐ 6

Implementation of Continuous Control RL Algorithms

Visual_embeddings_for_rl ⭐ 6

Learning Visual Embeddings for Reinforcement Learning

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Car_racer_gym ⭐ 6

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

This is a repo for Deep Reinforcement Learning with OpenAI GYM

Deep Q Network Using Tensorflow ⭐ 5

This repository contains Deep Q-Networks and Double DQN implementation in tensorflow for Open AI Gym environments.

Deep_reinforcement_learning ⭐ 5

Deep Reinforcement Learning Algorithms in PyTorch

Empowerment Driven Exploration ⭐ 5

Tensorflow implementation for Empowerment driven Exploration using Mutual Information Estimation

Julia wrapper for OpenAI gym

Asynchronous_1step ⭐ 5

TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.

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