Chapter 1: Introduction

9/13/99


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Table of Contents

Chapter 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

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