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...

Täydet tiedot

Bibliografiset tiedot
Päätekijä: Simari, Gerardo I.
Yhteisötekijä: SpringerLink (Online service)
Muut tekijät: Parsons, Simon D.
Aineistotyyppi: Electronic Resource
Kieli:English
Julkaistu: New York, NY Springer 2011.
Sarja:SpringerBriefs in Computer Science
Aiheet:
Markov processes.
Statistical decision.
Intelligent agents (Computer software).
Decision making.
Electronic books.
Linkit:Available for University of the Philippines Diliman via SpringerLink. Click here to access