Self-optimizing and Pareto-optimal policies in general environments based on Bayes-mixtures

Date

Authors

Hutter, Marcus

Publisher

Springer Verlag

Keywords

Rational agents, sequential decision theory, reinforcement learning, value function, Bayes mixtures, self-optimizing policies, Pareto-optimality, unbounded effective horizon, (non) Markov decision processes

URI

http://hdl.handle.net/1885/15096

Collections

ANU Research Publications

Type

Conference paper

Book Title

Computational Learning Theory: 15th Annual Conference on Computational Learning Theory, COLT 2002 Sydney, Australia, July 8–10, 2002 Proceedings

Access Statement

Open Access

DOI

10.1007/3-540-45435-7_25

Downloads

File

Description

Hutter Self Optimizing and Pareto Optimal Policies 2002.pdf (220.49 KB)