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

Noisy Networks for Exploration

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

深度学习论文阅读路线图

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

Material for the tutorial: "Deep Diving into GANs: from theory to production"

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

🤖 Implements of Reinforcement Learning algorithms.

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

Highly Modular and Scalable Reinforcement Learning

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.

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

A reinforcement learning package for Julia

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

Attention-guided CNN for image denoising(Neural Networks,2020)

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

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.

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

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

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

A tool for quickly training image classifiers in the browser

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

Reinforcement learning with tensorflow 2 keras

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

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

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

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

An OpenAI gym wrapper for CARLA simulator

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

Deep reinforcement learning for recommendation system

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

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

A Python3 NES emulator and OpenAI Gym interface

My Solution to Assignments of CS234

Facial Recognition Pipeline using Dlib and Tensorflow

A curated list of awesome Deep Reinforcement Learning resources.

Implementations of deep RL papers and random experimentation

Notebook for my medium article about how to use Dataset API in TensorFlow

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

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.

Pytorch Implementation of MuZero

This is where I put all my work in Natural Language Processing

all kinds of demos of tensorflow code

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

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

Imitation learning algorithms

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861，公众号：磐创AI，微信群二维码：http://www.tensorflownews.com/

Tensorflow 免费中文视频教程，开源代码，免费书籍.

源码实现：《TensorFlow实战》黄文坚，唐源 著

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

PyTorch Implementation of Trust Region Policy Optimization (TRPO)

Artificial intelligence for the Snake game.

Accompanying notebook for the Entailment with Tensorflow article.

Teach a Quadcopter How to Fly!

Explore and find reinforcement learning environments in a list of 150+ open source environments.

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

Deep Reinforcement Learning (DRL) agents applied to medical images