Abstractions, Decisions, and Uncertainty: Papers from the 1997 AAAI Workshop
Contents
Statement of Interest: An Abstraction Hierarchy of Battlefield Agents
PDFStatement of Interest: Heuristic Real-Time Dynamic Programming (Preliminary Results)
PDFStatement of Interest: Research Summary
PDFStatement of Interest: Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes
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Papers
Spatial Aggregation: Modeling and Controlling Physical Fields
PDFStructured Reachability Analysis for Markov Decision Processes
PDFCorrelated Action Effects in Decision Theoretic Regression
PDFStratified Case-Based Reasoning in Non-Refinable Abstraction Hierarchies
PDFBayes Network Abstraction for Decision-Theoretic Planning
PDFIncremental Tradeoff Resolution in Qualitative Probabilistic Networks
PDFUsing Evidential Reasoning to Manage Abstraction and Uncertainty in Planning
PDFAbstraction and Aggregation in Belief Networks
PDFHandling Contingency Selection Using Goal Values
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