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Titlebook: KI 2001: Advances in Artificial Intelligence; Joint German/Austria Franz Baader,Gerhard Brewka,Thomas Eiter Conference proceedings 2001 Spr

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Belief Update in the pGOLOG Framework allows the specification of probabilistic beliefs about the state of the world and the representation of sensors and effectors which have uncertain, probabilistic outcomes. As an application of belief update, we introduce ., GOLOG-style programs whose tests appeal to the agent’s beliefs at execution time.
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Finding Optimal Solutions to Atomix not finding an optimal solution. Even though the underlying search graph is directed, backward search is shown to be viable, since the branching factor can be proven to be the same as for forward search.
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A Defense Model for Games with Incomplete Informationbest .. The defense model is formalized for the case of two-player zero-sum (adversary) games. Also, algorithms for decision-making against ’reasonably good defense’ are proposed..The argument and the ideas are supported by the results of experiments with random zero-sum two-player games on binary trees.
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Computational Game Theory and AId will include a simple study of gradient algorithms in general games [.], the application of reinforcement learning algorithms and their generalizations to stochastic games [.], and the introduction of compact graphical models for multi-player games [.],[.]. Interesting directions for further work will be discussed.
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Theory and Practice of Time-Space Trade-Offs in Memory Limited Searchads to the new paradigm of partial iterative-deepening heuristic search, in which full exploration is sacrificed for a better detection of duplicates in large search depth.We give first promising results in the application area of communication protocols.
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