Temporal decision trees or the lazy ECU vindicated

Authors:
Luca Console;Claudia Picardi;Daniele Theseider Dupré
Affiliations:
Dipartimento di Informatica, Università di Torino, Torino, Italy;Dipartimento di Informatica, Università di Torino, Torino, Italy;Dip. di Scienze e Tecnologie Avanzate, Università del Piemonte Orientale, Alessandria, Italy
Venue:
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Year:
2001

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Abstract

We consider the problem of how an agent creates a discrete spatial representation from its continuous interactions with the environment. Such representation will be the minimal one that explains the experiences of the agent in the environment. In this ...