Carlos E. Guestrin | DeepAI

AI Chat

Featured Co-authors

Andreas Krause
182 publications
Joseph E. Gonzalez
99 publications
Branislav Kveton
64 publications
Ashish Kapoor
39 publications
Jonathan Huang
33 publications
Milos Hauskrecht
19 publications
Geoffrey Gordon
13 publications
Dirk Ormoneit
2 publications
Mark Paskin
2 publications
David O'Hallaron
1 publication
Yucheng Low
1 publication

∙ 01/10/2013

Robust Combination of Local Controllers

Planning problems are hard, motion planning, for example, isPSPACE-hard....

0 Carlos E. Guestrin, et al. ∙

∙ 12/12/2012

Distributed Planning in Hierarchical Factored MDPs

We present a principled and efficient planning algorithm for collaborati...

0 Carlos E. Guestrin, et al. ∙

∙ 07/11/2012

Robust Probabilistic Inference in Distributed Systems

Probabilistic inference problems arise naturally in distributed systems ...

0 Mark Paskin, et al. ∙

∙ 07/11/2012

Solving Factored MDPs with Continuous and Discrete Variables

Although many real-world stochastic planning problems are more naturally...

0 Carlos E. Guestrin, et al. ∙

∙ 07/04/2012

Near-optimal Nonmyopic Value of Information in Graphical Models

A fundamental issue in real-world systems, such as sensor networks, is t...

0 Andreas Krause, et al. ∙

∙ 05/09/2012

Distributed Parallel Inference on Large Factor Graphs

As computer clusters become more common and the size of the problems enc...

0 Joseph E. Gonzalez, et al. ∙

∙ 02/14/2012

Efficient Probabilistic Inference with Partial Ranking Queries

Distributions over rankings are used to model data in various settings s...

0 Jonathan Huang, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world