There are 143 repositories under deep-reinforcement-learning topic.

## eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

- ml-agents
## Unity-Technologies / ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

## kmario23 / deep-learning-drizzle

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

artificial-intelligence-algorithmsartificial-neural-networksbayesian-statisticscomputer-visiondeep-learningdeep-neural-networksdeep-reinforcement-learningexplainable-aigeometric-deep-learninggraph-neural-networksmachine-learningmedical-imagingnatural-language-processingoptimizationpattern-recognitionprobabilistic-graphical-modelsprobabilityreinforcement-learningspeech-recognitionvisual-recognition## lexfridman / mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

- carla
## carla-simulator / carla

Open-source simulator for autonomous driving research.

## yenchenlin / DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

## aamini / introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

## yandexdataschool / Practical_RL

A course in reinforcement learning in the wild

## AI4Finance-Foundation / FinRL

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

- pwnagotchi
## evilsocket / pwnagotchi

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

## datawhalechina / easy-rl

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

## udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

- Reinforcement-Learning
## andri27-ts / Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

## simoninithomas / Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

## tensorforce / tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

## rlcode / reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

## ikostrikov / pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

## ShangtongZhang / DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

## sweetice / Deep-reinforcement-learning-with-pytorch

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

## seungeunrho / minimalRL

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

## werner-duvaud / muzero-general

MuZero

- rlcard
## HuaizhengZhang / Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

## lexfridman / deeptraffic

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

## carpedm20 / deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

## mbadry1 / Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of stars.

## huggingface / deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

## chuyangliu / snake

Artificial intelligence for the Snake game.

## pathak22 / noreward-rl

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

- awesome-deep-rl
## tigerneil / awesome-deep-rl

For deep RL and the future of AI.

## keon / deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

## AI4Finance-Foundation / Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.