Shypd.aiThe largest open index of AI toolsreinforcement-learning is an open-source coding & development tool that provides implementations of reinforcement learning algorithms. It includes exercises and solutions to accompany Sutton's book and David Silver's course.
Trending
About
This repository offers a comprehensive collection of implementations for popular Reinforcement Learning algorithms, primarily using Python 3, OpenAI Gym, and Tensorflow. It serves as an invaluable learning resource, complementing theoretical materials from "Reinforcement Learning: An Introduction (2nd Edition)" and David Silver's Reinforcement Learning Course. Each folder is structured to correspond with specific chapters or topics, providing learning goals, concept summaries, relevant readings, and practical exercises with solutions. The project covers a wide range of algorithms from Dynamic Programming and Monte Carlo methods to Deep Q-Learning and Policy Gradient methods, making it suitable for both students and researchers in the field.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
