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Beskrivning
This book constitutes the refereed proceedings of the Joint German/Austrian Conference on Artificial Intelligence, KI 2001, held in Vienna, Austria in September 2001. The 29 revised full technical papers presented together with one invited paper and four posters of industrial papers were carefully reviewed and selected from 79 submissions. All current aspects in AI are addressed, ranging from theoretical and foundational issues to industrial applications.
Invited Contributions.- Computational Game Theory and AI.- Optimal Agent Section.- Selected Papers.- Towards First-Order Temporal Resolution.- Approximating Most Specific Concepts in Description Logics with Existential Restrictions.- Bayesian Learning and Evolutionary Parameter Optimization.- Papers on Foundations.- Abductive Partial Order Planning with Dependent Fluents.- Constraint-Based Optimization of Priority Schemes for Decoupled Path Planning Techniques.- Possible Worlds Semantics for Credulous and Contraction Inference.- The Point Algebra for Branching Time Revisited.- Exploiting Conditional Equivalences in Connection Calculi.- Propositional Satisfiability in Answer-Set Programming.- Prediction of Regular Search Tree Growth by Spectral Analysis.- Theory and Practice of Time-Space Trade-Offs in Memory Limited Search.- Hierarchical Diagnosis of Large Configurator Knowledge Bases.- Towards Distributed Configuration.- Belief Update in the pGOLOG Framework.- Finding Optimal Solutions to Atomix.- History-Based Diagnosis Templates in the Framework of the Situation Calculus.- A Defense Model for Games with Incomplete Information.- Towards Inferring Labelling Heuristics for CSP Application Domains.- Addressing the Qualification Problem in FLUX.- Extracting Situation Facts from Activation Value Histories in Behavior-Based Robots.- Learning Search Control Knowledge for Equational Theorem Proving.- Intelligent Structuring and Reducing of Association Rules with Formal Concept Analysis.- Comparing Two Models for Software Debugging.- Inferring Implicit State Knowledge and Plans with Sensing Actions.- Papers on Applications.- Multi-agent Systems as Intelligent Virtual Environments.- OilEd: A Reason-able Ontology Editor for the Semantic Web.- Experiments with an Agent-Oriented Reasoning System.- Learning to Execute Navigation Plans.- DiKe - A Model-Based Diagnosis Kernel and Its Application.- Industrial Papers.- Constraints Applied to Configurations.- From Theory to Practice: AI Planning for High Performance Elevator Control.- Semantic Networks in a Knowledge Management Portal.- Collaborative Supply Net Management.