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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Chi tiết về thư mục
Tác giả chính: Simari, Gerardo I.
Tác giả của công ty: SpringerLink (Online service)
Tác giả khác: Parsons, Simon D.
Định dạng: Electronic Resource
Ngôn ngữ:English
Được phát hành: New York, NY Springer 2011.
Loạt:SpringerBriefs in Computer Science
Những chủ đề:
Markov processes.
Statistical decision.
Intelligent agents (Computer software).
Decision making.
Electronic books.
Truy cập trực tuyến:Available for University of the Philippines Diliman via SpringerLink. Click here to access