8+ Reinforcement Learning Project Ideas

1

Stockfish

OpenSpiel by DeepMind is worth taking a look at if you've been inspired by programs like StockFish or AlphaGo. It contains a collection of environments and algorithms for general RL and planning/search in a variety of games including Chess, Go, Backgammon, and more.

#Chess #Games #Online Games 39 social mentions

2

OpenAI Gym

OpenAI Gym has become the de facto standard for reinforcement learning frameworks among researchers and practitioners. Solving toy problems from the gym library will help familiarize you with this popular framework. Good starting points include Cartpole, Lunar Lander and Taxi.

#Data Science And Machine Learning #Data Science Tools #Python Tools 12 social mentions

3

AWS DeepRacer

AWS DeepRacer is a 3D racing simulator designed to help developers get started with RL using Amazon SageMaker. You'll need to pay for training and evaluating your model on AWS. It features monthly competitive races as part of the AWS DeepRacer league, which awards prizes and the chance to compete at re:Invent.

#Open Source #Uber #Transportation 19 social mentions