Andrey Kolobov

http://www.cs.washington.edu/homes/akolobov/
akolobov [at] cs.washington.edu
Graduate Students
Computer Science and Engineering

Projects

Scalable Probabilistic Planning

Publications

2011

Heuristic Search for Generalized Stochastic Shortest Path MDPs
Andrey Kolobov, Mausam, Daniel S. Weld and Hector Geffner
International Conference on Automated Planning and Scheduling, 2011. Full Paper (PDF)

2010

SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs
Andrey Kolobov, Mausam and Daniel S. Weld
AAAI Conference on Artificial Intelligence, 2010. Full Paper (PDF)

Classical Planning in MDP Heuristics: With a Little Help from Generalization
Andrey Kolobov, Mausam and Daniel S. Weld
International Conference on Automated Planning and Scheduling, 2010. Full Paper (PDF)

2009

ReTrASE: Intergating Paradigms for Approximate Probabilistic Planning
Andrey Kolobov, Mausam and Daniel S. Weld
International Joint Conference on Artificial Intelligence, 2009. Full Paper (PDF)