Markov decision processes and the belief-desire-intention model bridging the gap for autonomous agents

Markov decision processes and the belief-desire-intention model bridging the gap for autonomous agents

In this work, we provide a treatment of the relationship between two models that have been widely used in the implementation of autonomous agents: the Belief DesireIntention (BDI) model and Markov Decision Processes (MDPs). We start with an informal description of the relationship, identifying the c...

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Bibliografiska uppgifter
Huvudupphovsman: Simari, Gerardo I.
Institutionell upphovsman: SpringerLink (Online service)
Övriga upphovsmän: Parsons, Simon D.
Materialtyp: Electronic Resource
Språk:English
Publicerad: New York, NY Springer 2011.
Serie:SpringerBriefs in Computer Science
Ämnen:
Markov processes.
Statistical decision.
Intelligent agents (Computer software).
Decision making.
Electronic books.
Länkar:Available for University of the Philippines Diliman via SpringerLink. Click here to access