[PDF][PDF] Towards a unified theory of state abstraction for MDPs.

L Li, TJ Walsh, ML Littman - AI&M, 2006 - Citeseer
State abstraction (or state aggregation) has been extensively studied in the fields of artificial
intelligence and operations research. Instead of working in the ground state space, the …

The Logic of Adaptive Behavior-Knowledge Representation and Algorithms for the Markov Decision Process Framework in First-Order Domains

M Van Otterlo - 2008 - research.utwente.nl
Learning and reasoning in large, structured, probabilistic worlds is at the heart of artificial
intelligence. Markov decision processes have become the de facto standard in modeling …

[PDF][PDF] Spoken Dialogue Management Using Hierarchical Reinforcement Learning and Dialogue Simulation

H Cuayáhuitl - 2005 - researchgate.net
Speech-based human-computer interaction faces several difficult challenges in order to be
more widely accepted. One of the challenges in spoken dialogue management is to control …

[PDF][PDF] THE LOGIC OF ADAPTIVE BEHAVIOR

ASD MAKING, UIN FIRST-ORDER - 2008 - martijnvanotterlo.nl
One of my favorite stories is The Library of Babel (1941) by the Argentinean writer and
librarian Jorge Luis Borges (1899–1986). In this fantastic story, Borges describes an …

[引用][C] Reinforcement Learning Sub-goal Discovery Using States Visited Statistic Method

ZLDBQ Wu