关注
Andrey Kolobov
Andrey Kolobov
Microsoft Research
在 microsoft.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
BLOG: Probabilistic Models with Unknown Objects
B Milch, B Marthi, S Russell, D Sontag, DL Ong, A Kolobov
Statistical relational learning, 373, 2007
5822007
Parallel task routing for crowdsourcing
J Bragg, A Kolobov, M Mausam, D Weld
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2 …, 2014
201*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
182*2012
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
1612007
Interactive teaching strategies for agent training
O Amir, E Kamar, A Kolobov, B Grosz
In Proceedings of IJCAI 2016, 2016
1392016
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
105*2011
A Theory of Goal-Oriented MDPs with Dead Ends
A Kolobov, Mausam, DS Weld
UAI, 2012
94*2012
Safe reinforcement learning via curriculum induction
M Turchetta, A Kolobov, S Shah, A Krause, A Agarwal
Advances in Neural Information Processing Systems 33, 12151-12162, 2020
872020
LRTDP vs. UCT for Online Probabilistic Planning
A Kolobov, Mausam, DS Weld
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
75*2012
Approximate inference for infinite contingent Bayesian networks
B Milch, B Marthi, D Sontag, S Russell, DL Ong, A Kolobov
AISTATS, 2005
732005
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
50*2012
Metareasoning for planning under uncertainty
CH Lin, A Kolobov, E Kamar, E Horvitz
arXiv preprint arXiv:1505.00399, 2015
422015
ReTrASE: Integrating paradigms for approximate probabilistic planning
A Kolobov, Mausam, DS Weld
Twenty-First International Joint Conference on Artificial Intelligence, 1746 …, 2009
422009
Heuristic-guided reinforcement learning
CA Cheng, A Kolobov, A Swaminathan
Advances in Neural Information Processing Systems 34, 13550-13563, 2021
412021
SixthSense: Fast and reliable recognition of dead ends in MDPs
A Kolobov, Mausam, DS Weld
Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
35*2010
Blog: Probabilistic models with unknown objects
B Milch, B Marthi, S Russell, D Sontag, DL Ong, A Kolobov
Dagstuhl Seminar Proceedings, 2006
352006
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
33*2010
TODTLER: Two-order-deep transfer learning
J Van Haaren, A Kolobov, J Davis
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
302015
Discovering hidden structure in factored MDPs
A Kolobov, Mausam, DS Weld
Artificial Intelligence 189, 19-47, 2012
27*2012
Autonomous Thermalling as a Partially Observable Markov Decision Process
I Guilliard, R Rogahn, J Piavis, A Kolobov
Robotics: Science and Systems (RSS), 2018
24*2018
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