'Finite markov prediction task' presentation slideshows

CMSC 471 Fall 2009 Temporal Difference Learning

325 views • 31 slides

Chapter 6: Temporal Difference Learning

Chapter 6: Temporal Difference Learning. Introduce Temporal Difference (TD) learning Focus first on policy evaluation, or prediction, methods Then extend to control methods. Objectives of this chapter:. TD Prediction. Policy Evaluation (the prediction problem) :

340 views • 30 slides

Chapter 6: Temporal Difference Learning

Chapter 6: Temporal Difference Learning. Introduce Temporal Difference (TD) learning Focus first on policy evaluation, or prediction, methods Then extend to control methods. Objectives of this chapter:. TD Prediction. Policy Evaluation (the prediction problem) :

1.06k views • 28 slides

Lecture 18: Temporal-Difference Learning

Lecture 18: Temporal-Difference Learning. TD prediction Relation of TD with Monte Carlo and Dynamic Programming Learning action values (the control problem) The exploration-exploitation dilemma. TD Prediction. Policy Evaluation (the prediction problem) :

385 views • 25 slides