Multi-time-scale Markov decision processes for organizational decision-making
نویسندگان
چکیده
منابع مشابه
Multi-Time-Scale Markov Decision Processes for Organizational Decision-Making
Decision-makers in organizations and other hierarchical systems interact within and across multiple organizational levels and take interdependent actions over time. The challenge is to identify incentive mechanisms that align agents’ interests and to provide these agents with guidance for their decision processes. To this end, we developed a multiscale decision-making model that combines game t...
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Many hierarchical techniques to solve large Markov decision processes (MDPs) are based on the partition of the state space into strongly connected components (SCCs) that can be classified into some levels. In each level, smaller problems named restricted MDPs are solved, and then these partial solutions are combined to obtain the global solution. In this paper, we first propose a novel algorith...
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ژورنال
عنوان ژورنال: EURO Journal on Decision Processes
سال: 2013
ISSN: 2193-9438,2193-9446
DOI: 10.1007/s40070-013-0020-7