518 Open source projects that are alternatives of or similar to Deep Reinforcement Learning Gym

Duke-Tsinghua Machine Learning Summer School 2017

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

TensorFlow Models for the Stanford Question Answering Dataset

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

OpenAI Gym environments using DART

nbortolotti.blogspot.com

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The code for the SRDQN algorithm to train an agent for the beer game problem

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

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Introduction to Deep Reinforcement Learning

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Line follower robot simulator environment for Open AI Gym.

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

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Notes on Deep Reinforcement Learning for Natural Language Processing papers

Research repo of RL

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

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

TensorFlow2 Reinforcement Learning

Malmo Collaborative AI Challenge - Team Pig Catcher

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

Tensorflow implementation of A3C algorithm

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

Machine- and Reinforcement Learning ExtensioN for (game) Engines

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

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

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning

Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.

This repo contains all of my TensorFlow tutorials

A tool for quickly training image classifiers in the browser

This project demonstrates how to run and save predictions locally using exported tensorflow estimator model

Reinforcement learning environments with musculoskeletal models

Play Google Chrome's T-rex game with TensorFlow

Deep-Reinforcement-Learning-for-Dialogue-Generation-in-tensorflow

An example for TensorflowSharp - classify an image as a dog or cat.

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

Code for reproducing experiments in Model-Based Active Exploration, ICML 2019

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

📡 Organized & Useful Resources about Deep Learning with TensorFlow

Deep Reinforcement Learning with pytorch & visdom

Transformer Chatbot in TensorFlow 2 with TPU support.

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Simple 3D interior simulator for RL & robotics research

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

A best practice for tensorflow project template architecture.

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.

Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!

StarCraft II - pysc2 Deep Reinforcement Learning Examples

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.