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