Learning for Search
Contents
Storing Learnt (No)Goods in ROBDDs for Solving Structured CSPs
PDFDiscrepancy Search with Reactive Policies for Planning
PDFValue Back-Propagation versus Backtracking in Real-Time Heuristic Search
PDFDirecting a Portfolio with Learning
PDFAn Empirical Evaluation of Automated Knowledge Discovery in a Complex Domain
PDFRelative Support Weight Learning for Constraint Solving
PDFLookahead Pathology in Real-Time Path-Finding
PDFnLRTS: Improving Distance Vector Routing in Sensor Networks
PDFSome Active Learning Schemes to Acquire Control Knowledge for Planning
PDFTransfer of Learned Heuristics among Planners
PDFReplaying Type Sequences in Forward Heuristic Planning
PDFState Abstraction for Real-time Moving Target Pursuit: A Pilot Study
PDFContents
PDFReal-Time Adaptive A*
PDFPAC Reinforcement Learning Bounds for RTDP and Rand-RTDP
PDFPrioritized-LRTA*: Speeding Up Learning Via Prioritized Updates
PDFToward Discriminative Learning of Planning Heuristics
PDFPerformance Prediction and Automated Tuning of Randomized and Parametric Algorithms: An Initial Investigation
PDFEstimating Search Tree Size
PDFDisco – Novo – GoGo: Integrating Local Search and Complete Search with Restarts
PDFLearning from Failure in Constraint Satisfaction Search
PDFThe Effect of Restarts on the Efficiency of Clause Learning
PDFPreface
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