Multi-objective decision-theoretic planning
نویسندگان
چکیده
منابع مشابه
D Abstract : Multi - Objective Decision - Theoretic Planning
Decision making is hard. It often requires reasoning about uncertain environments, partial observability and action spaces that are too large to enumerate. In such tasks decisiontheoretic agents can often assist us. In most research on decision-theoretic agents, the desirability of actions and their effects is codified in a scalar reward function. However, many real-world decision problems have...
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ions and hierarchical approaches While the envelope extension method ignores portions of the state space, other techniques have considered abstractions of the state space that try to group together sets of states that behave similarly under the chosen actions of the optimal policy. Boutilier and Dearden (Boutilier & Dearden 1994) assume a representation for actions that is similar to that of Bu...
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ژورنال
عنوان ژورنال: AI Matters
سال: 2016
ISSN: 2372-3483
DOI: 10.1145/3008665.3008670