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AIPS
2011
12 years 8 months ago
2011
AIPS
2011
12 years 8 months ago
2011
AIPS
2011
12 years 8 months ago
2011
In this paper, we present a new algorithm that integrates recent advances in solving continuous bandit problems with sample-based rollout methods for planning in Markov Decision P...
AIPS
2011
12 years 8 months ago
2011
Most predominant approaches in probabilistic planning utilize techniques from the more thoroughly investigated field of classical planning by determinizing the problem at hand. I...
AIPS
2011
12 years 8 months ago
2011
We define a probe to be a single action sequence computed greedily from a given state that either terminates in the goal or fails. We show that by designing these probes carefull...