Belief-based Stability in Coalition Formation with by Dr. Chi-kong Chan, Prof. Ho-fung Leung (auth.)

By Dr. Chi-kong Chan, Prof. Ho-fung Leung (auth.)

Belief-based balance in Coalition Formation with UncertaintyAn clever brokers’ Perspective discusses coalition balance. It extends the vintage balance thought of the non-transferable application middle through offering new belief-based balance standards lower than uncertainty, and illustrates how the recent idea can be utilized to investigate the soundness of a brand new form of belief-based coalition formation video game.

The e-book is meant for graduate scholars, engineers, and researchers within the box of man-made intelligence and laptop science.

Chi-kong Chan is a laboratory supervisor and a vacationing lecturer on the Hong Kong Polytechnic collage, China; Ho-fung Leung is a Professor and the Chairman of division of machine technology and Engineering, The chinese language college of Hong Kong, China.

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Extra resources for Belief-based Stability in Coalition Formation with Uncertainty: An Intelligent Agents’ Perspective

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The left hand side of the rule corresponds to previously observed evidences, and the right hand side corresponds to the value of the state that occurred. We note that an agent does not always have coherent past evidences. Generally, an agent’s past experience contains conflicting rules. 4, which can be represented by the following experience rules: R1. ) ⇒ Average R2. ) ⇒ Good R3. ) ⇒ Good R4. ) ⇒ Good R5. (Director = King) ∧ (Type = Drama) ⇒ Bad R6. (Director = King) ∧ (Type = Drama) ⇒ Bad Note that rule R1 and rule R2 are in conflict with each other.

This does not imply that the probability that the quality of the current movie is average, and that is good, are both 12 , either. , the agents’ experience rules) are far too sparse to provide any meaningful assessment to the probabilistic distribution of the state values. 8 The situation for agent A1 is simpler. T. the Extra-Terrestrial, The Lost World, and Jurassic Park. Hence the corresponding opinion of agent A1 is B1 = {Good, Good, Good}, or simply {Good}. 0. In fact, we (and agent A1 ) do not make any assumption whatsoever on the probabilities of the current movie’s quality being good, average, or bad.

Generally speaker, the core of an NTU game can contain multiple outcomes. It can also be a singleton or an empty set. 4 (The Core of an NTU Game) transferable utility game g = N, X, V, ( i) The core of a non- (NTU core) is the set of all those consequences x ∈ V (N ), such that there does not exist any subset S ⊂ N and consequence y ∈ V (S), such that for all i ∈ S, y is a better consequence than x, that is, y i x. Unless specified otherwise, the term core in this book refers to the NTU core. 2 Transferable Utility Cooperative Games Transferable utility cooperative games (TU games), which are special cases of NTU games, were first proposed by von Neumann and Morgenstern [5].

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