Table of ContentsChapter 1: Introduction What is Reinforcement Learning? Supervised Learning Reinforcement Learning Key Features of RL Complete Agent Elements of RL An Extended Example: Tic-Tac-Toe An RL Approach to Tic-Tac-Toe RL Learning Rule for Tic-Tac-Toe How can we improve this T.T.T. player? e.g. Generalization PPT Slide How is Tic-Tac-Toe Too Easy? Some Notable RL Applications TD-Gammon Elevator Dispatching Performance Comparison Some RL History MENACE (Michie 1961) The Book The Course Next Class |
Author: Andy Barto
Email: barto@cs.umass.edu |