Search Techniques for Problem Solving Under Uncertainty and Incomplete Information
Contents
Learning Situation-Dependent Rules: Improving Planning for an Incompletely Modeled Domain
PDFBranch and Bound with Mini-Bucket Heuristics
PDFIncremental Data-Driven Refinement of Knowledge
PDFSearching Stochastically-Generated Multi-Abstraction-Level Design Spaces
PDFInterval Processing for Search Control under Incomplete Data
PDFAttributes of the Inventive Problems
PDFUsing Selective-Sampling Simulations in Poker
PDFExtended Abstract: Learning Search Strategies
PDFStrategic Search: A New Paradigm for Complex Game Playing: Application to the Game of Go
PDFLearning to Plan Probabilistically
PDFOverview and Examples of Real-Time Search in Unknown or Nondeterministics Domains
PDFTruncated and Anytime Depth-First Branch and Bound: A Case Study on the Asymmetric Traveling Salesman Problem
PDFDirect Policy Search and Uncertain Policy Evaluation
PDFSolving Markov Decision Problems Using Heuristic Search
PDFAlmost Nothing’s Perfect (A Research Description)
PDFManufacturing Planning under Uncertainty and Incomplete Information
PDFDivide-and-Conquer Bidirectional Search
PDFStochastic Sampling and Search in Belief Updating Algorithms for Very Large Bayesian Networks
PDFPSIPOP: Planning with Sensing over Partially Closed Worlds
PDFPartial Order Evaluation in Game Tree Search, and its Application to Analyzing Semeai in the Game of Go
PDFEfficient Planning through Separate Resource Scheduling
PDFControlling the Parameters of Parallel Search Using Uncertainty Reasoning
PDFA New Methodology for Information Representation is Required (A Position Paper)
PDFC-MAXPLAN: Contingent Planning in the MAXPLAN Framework
PDFRobot Sonar Mapping by Bayesian Search
PDFSearch Techniques for Learning Probabilistic Models of Word Sense Disambiguation
PDFA Genetic Search in Policy Space for Solving Markov Decision Processes
PDFSearch Control Methods in Deep Blue
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