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IJCAI
2001
13 years 9 months ago
Symbolic Dynamic Programming for First-Order MDPs
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...
Craig Boutilier, Raymond Reiter, Bob Price
AIPS
2010
13 years 8 months ago
Coming Up With Good Excuses: What to do When no Plan Can be Found
When using a planner-based agent architecture, many things can go wrong. First and foremost, an agent might fail to execute one of the planned actions for some reasons. Even more ...
Moritz Göbelbecker, Thomas Keller, Patrick Ey...
CORR
2010
Springer
106views Education» more  CORR 2010»
13 years 8 months ago
MDPs with Unawareness
Markov decision processes (MDPs) are widely used for modeling decision-making problems in robotics, automated control, and economics. Traditional MDPs assume that the decision mak...
Joseph Y. Halpern, Nan Rong, Ashutosh Saxena
IJIS
2007
94views more  IJIS 2007»
13 years 8 months ago
The eightfold way of deliberation dialogue
Deliberation dialogues occur when two or more participants seek to jointly agree an action or a course of action in some situation. We present the first formal framework for such...
Peter McBurney, David Hitchcock, Simon Parsons
ALDT
2009
Springer
158views Algorithms» more  ALDT 2009»
13 years 6 months ago
Axioms for a Class of Algorithms of Sequential Decision Making
Abstract. We axiomatically characterise a class of algorithms for making sequential decisions in situations of complete ignorance. These algorithms assume that a decision maker (DM...
Murali Agastya, Arkadii M. Slinko