Andrey Kolobov
Andrey Kolobov
Microsoft Research
Verifierad e-postadress på microsoft.com
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Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
17142007
BLOG: Probabilistic Models with Unknown Objects
B Milch, B Marthi, S Russell, D Sontag, DL Ong, A Kolobov
Statistical relational learning, 373, 2007
5362007
Parallel task routing for crowdsourcing
J Bragg, A Kolobov, M Mausam, D Weld
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2 (1), 2014
179*2014
Planning with Markov decision processes: An AI perspective
Mausam, A Kolobov
Synthesis Lectures on Artificial Intelligence and Machine Learning 6 (1), 1-210, 2012
123*2012
Interactive teaching strategies for agent training
O Amir, E Kamar, A Kolobov, B Grosz
742016
Heuristic search for generalized stochastic shortest path MDPs
A Kolobov, Mausam, DS Weld, H Geffner
Twenty-First International Conference on Automated Planning and Scheduling, 2011
73*2011
LRTDP vs. UCT for Online Probabilistic Planning
A Kolobov, Mausam, DS Weld
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
69*2012
Approximate inference for infinite contingent Bayesian networks
B Milch, B Marthi, D Sontag, S Russell, DL Ong, A Kolobov
AISTATS, 2005
63*2005
A Theory of Goal-Oriented MDPs with Dead Ends
A Kolobov, Mausam, DS Weld
UAI, 2012
59*2012
Reverse Iterative Deepening for Finite-Horizon MDPs with Large Branching Factors
A Kolobov, P Dai, Mausam, DS Weld
Proceedings of the 22nd International Conference on Automated Planning and …, 2012
44*2012
ReTrASE: Integrating paradigms for approximate probabilistic planning
A Kolobov, Mausam, DS Weld
Twenty-First International Joint Conference on Artificial Intelligence, 1746 …, 2009
38*2009
Blog: Probabilistic models with unknown objects
B Milch, B Marthi, S Russell, D Sontag, DL Ong, A Kolobov
Dagstuhl Seminar Proceedings, 2006
302006
Classical Planning in MDP Heuristics: With a Little Help from Generalization
A Kolobov, Mausam, DS Weld
Twentieth International Conference on Automated Planning and Scheduling, 97-104, 2010
29*2010
SixthSense: Fast and reliable recognition of dead ends in MDPs
A Kolobov, Mausam, DS Weld
Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
29*2010
Metareasoning for planning under uncertainty
CH Lin, A Kolobov, E Kamar, E Horvitz
arXiv preprint arXiv:1505.00399, 2015
242015
Discovering hidden structure in factored MDPs
A Kolobov, Mausam, DS Weld
Artificial Intelligence 189, 19-47, 2012
22*2012
Todtler: Two-order-deep transfer learning
J Van Haaren, A Kolobov, J Davis
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
162015
Saturated path-constrained MDP: Planning under uncertainty and deterministic model-checking constraints
J Sprauel, A Kolobov, F Teichteil-Königsbuch
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
162014
Gauss meets Canadian traveler: shortest-path problems with correlated natural dynamics
D Dey, A Kolobov, R Caruana, E Kamar, E Horvitz, A Kapoor
142013
Travel path identification based upon statistical relationships between path costs
A Kapoor, D Dey, A Kolobov, SEK Eden, R Caruana, E Horvitz
US Patent 9,714,831, 2017
132017
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Artiklar 1–20