Milch, Brian

10 publications

AAAI 2008 Lifted Probabilistic Inference with Counting Formulas Brian Milch, Luke S. Zettlemoyer, Kristian Kersting, Michael Haimes, Leslie Pack Kaelbling

NeurIPS 2008 Multi-Agent Filtering with Infinitely Nested Beliefs Luke Zettlemoyer, Brian Milch, Leslie P. Kaelbling

UAI 2007 Learning Probabilistic Relational Dynamics for Multiple Tasks Ashwin Deshpande, Brian Milch, Luke S. Zettlemoyer, Leslie Pack Kaelbling

UAI 2006 General-Purpose MCMC Inference over Relational Structures Brian Milch, Stuart Russell

AISTATS 2005 Approximate Inference for Infinite Contingent Bayesian Networks Brian Milch, Bhaskara Marthi, David Sontag, Stuart Russell, Daniel L. Ong, Andrey Kolobov

IJCAI 2005 BLOG: Probabilistic Models with Unknown Objects Brian Milch, Bhaskara Marthi, Stuart Russell, David A. Sontag, Daniel L. Ong, Andrey Kolobov

NeurIPS 2002 Identity Uncertainty and Citation Matching Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart Russell, Ilya Shpitser

IJCAI 2001 Multi-Agent Influence Diagrams for Representing and Solving Games Daphne Koller, Brian Milch

UAI 2000 Probabilistic Models for Agent's Beliefs and Decisions Brian Milch, Daphne Koller

UAI 1999 SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa