Understanding Reinforcement Learning Without Really Trying

5/5/99


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Table of Contents

Understanding Reinforcement Learning Without Really Trying

We want to learn what to do given where you are…

Markov Decision Process (MDP)

More Formally...

The Holy Grail of RL

Why Use This Crazy Scheme? (Real World Examples)

That's Great! Why Haven't We Discovered The Meaning of Life?

Flavors of Reinforcement Learning

Are There Convergence Proofs?

Author: Kevin Dixon

Email: krd@cs.cmu.edu