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Search results for gym dqn

92 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)

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

PFRL: a PyTorch-based deep reinforcement learning library

Jetson Reinforcement ⭐ 789

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

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

Deep Rl Keras ⭐ 516

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

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

Pytorch Rl ⭐ 356

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

Tensorflow Tutorial Samples ⭐ 356

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

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

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Basic DQN implementation

AI research environment for the Atari 2600 games 🤖.

Dist Dqn ⭐ 181

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

Retro Learning Environment ⭐ 178

The Retro Learning Environment (RLE) -- a learning framework for AI

Torchrl ⭐ 127

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

Deep Q Learning ⭐ 127

Tensorflow implementation of Deepminds dqn with double dueling networks

DQN implementation in Keras + TensorFlow + 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.

Mario Rl Tutorial ⭐ 70

Reinforcement Learning Tutorial on Super Mario

Explorer ⭐ 68

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

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)

Qiita投稿用に作成したAgent57(強化学習)の実装コードです。

Super Mario Rl ⭐ 46

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

Gym Traffic ⭐ 46

OpenAI Gym Environment for Traffic Control

Ai_supermario ⭐ 42

강화학습을 이용한 슈퍼마리오 만들기 튜토리얼 입니다.

Rl Dialog ⭐ 37

Left Shift ⭐ 35

Using deep reinforcement learning to tackle the game 2048.

Easyagents ⭐ 33

Reinforcement Learning for Practitioners.

Gym Nes Mario Bros ⭐ 33

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

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

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

Deep Q Atari ⭐ 29

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

Minecraft Reinforcement Learning ⭐ 27

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

NES environment for openai gym

Deep Q Network ⭐ 26

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

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

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

Gym Stock Exchange ⭐ 22

Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment

Deep Reinforcement Learning Mountain Car ⭐ 22

Reinforcement Learning DQN - using OpenAI gym Mountain Car

Ai Traineree ⭐ 21

PyTorch agents and tools for (Deep) Reinforcement Learning

Reinforcementlearning ⭐ 18

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

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

Dqn Lambda ⭐ 15

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

Cartpole ⭐ 15

Run OpenAI Gym on a Server

Moduyeon_supermario ⭐ 14

모두의연구소 풀잎스쿨의 슈퍼마리오 대회

Deep Q Network Breakout ⭐ 14

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

Dqn Mario ⭐ 14

PyTorch Implementation of DQN and training Super Mario Bros

Rl_algos ⭐ 14

Reinforcement Learning Algorithms

Openai Gym Projects ⭐ 12

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Reinforcment Leanring Algorithm ⭐ 11

强化学习经典算法(offline\online learning, q-learning, DQN)的实现在平衡杆游戏和几个Atari 游戏（CartPole\Pong\Boxing\MsPacman）

Space Wrappers ⭐ 11

General purpose environment wrappers for openai gym

Dqn In R ⭐ 10

Simple Deep Q Network in R

Gym Torcs Dqn ⭐ 10

Torcs-DQN implementaion

Reinforceflow ⭐ 9

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

Spacefortress ⭐ 9

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

Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.

Reinforcement Learning ⭐ 9

In this all Projects dealing with reinforcement learning wil be uploaded

Reinforcement ⭐ 9

Reinforcement learning modular with pytorch

Chainer_pong ⭐ 9

learn pong by chainer

Unstable_baselines ⭐ 8

A TF2.0 implementation of RL baselines.

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

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

Classiccontroldqn ⭐ 7

Use single DQN model to solve 2 classic control problem: CartPole and Acrobot

Dqn Agent ⭐ 7

Bipedalwalker V2 ⭐ 7

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

Rl_library ⭐ 6

An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.

Tensorflow implementation of DQN to control cart-pole from OpenAI gym environment

Deep_reinforcement_learning ⭐ 6

Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch

Balancing An Inverted Pendulum With Dqn ⭐ 5

Deep Q-network for self balancing an inverted pendulum

Sagemaker Rl Energy Storage System ⭐ 5

Examples of RL for the energy arbitrage use case.

Asynchronous_rl ⭐ 5

Gym Simplifiedtetris ⭐ 5

🟥 Simplified Tetris environments compliant with OpenAI Gym's API

Maze_dqn_reinforcement_learning ⭐ 5

Use deep Q network to solve maze problem generated randomly, i.e. find the shortest path in a maze

Meetup_pythonbq_deeplearning ⭐ 5

This is a repo for Deep Reinforcement Learning with OpenAI GYM

Learning Chaos ⭐ 5

Unofficial Python implementation of the DQN (Mnih et al., 2015) with tensorflow

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

Various Deep Reinforcement Learning techniques applied to different environments. Will be updated with new algorithms and environments often!

Dqn_openai_keras ⭐ 5

This is the DQN implementation written by myself using OpenAI gym and keras.

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