Q2: Memory-Based Active Learning for Optimizing Noisy Continuous Functions

Sample complexity of model-based search

COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory

Empirical Evaluation of Local Search Methods for Adapting Planning Policies in a Stochastic Environment

ECAI '00 Proceedings of the Workshop on Local Search for Planning and Scheduling-Revised Papers

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Selective Sampling for Nearest Neighbor Classifiers

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Approximation algorithms for budgeted learning problems

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Error-driven active learning in growing radial basis function networks for early robot learning

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AAAI'04 Proceedings of the 19th national conference on Artifical intelligence