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» Observation Can Be as Effective as Action in Problem Solving
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AAAI
2012
11 years 11 months ago
Security Games for Controlling Contagion
Many strategic actions carry a ‘contagious’ component beyond the immediate locale of the effort itself. Viral marketing and peacekeeping operations have both been observed to ...
Jason Tsai, Thanh H. Nguyen, Milind Tambe
ICML
2009
IEEE
14 years 9 months ago
Approximate inference for planning in stochastic relational worlds
Relational world models that can be learned from experience in stochastic domains have received significant attention recently. However, efficient planning using these models rema...
Tobias Lang, Marc Toussaint
CORR
2002
Springer
93views Education» more  CORR 2002»
13 years 8 months ago
Modeling Complex Domains of Actions and Change
This paper studies the problem of modeling complex domains of actions and change within highlevel action description languages. We investigate two main issues of concern: (a) can ...
Antonis C. Kakas, Loizos Michael
AFPAC
1997
Springer
132views Mathematics» more  AFPAC 1997»
14 years 27 days ago
Perception and Action Using Multilinear Forms
In this paper it is shown how multilinear forms can be used in the perception-action cycle. Firstly, these forms can be used to reconstruct an unknown (or partially known) scene fr...
Anders Heyden, Gunnar Sparr, Kalle Åströ...
ICML
2005
IEEE
14 years 9 months ago
Action respecting embedding
Dimensionality reduction is the problem of finding a low-dimensional representation of highdimensional input data. This paper examines the case where additional information is kno...
Michael H. Bowling, Ali Ghodsi, Dana F. Wilkinson