231 search results - page 31 / 47 » Active Learning in Partially Observable Markov Decision Proc... |
116
Voted
CDC
2008
IEEE
15 years 10 months ago
2008
IEEE
— In this paper we study the problem of dynamic optimization of ping schedule in an active sonar buoy network deployed to provide persistent surveillance of a littoral area throu...
108
Voted
AAAI
2010
15 years 5 months ago
2010
The behavior of a complex system often depends on parameters whose values are unknown in advance. To operate effectively, an autonomous agent must actively gather information on t...
130
Voted
AAAI
2006
15 years 5 months ago
2006
We introduce point-based dynamic programming (DP) for decentralized partially observable Markov decision processes (DEC-POMDPs), a new discrete DP algorithm for planning strategie...
155
Voted
AAAI
2000
15 years 5 months ago
2000
Given a model of a physical process and a sequence of commands and observations received over time, the task of an autonomous controller is to determine the likely states of the p...
122
Voted
ATAL
2007
Springer
15 years 10 months ago
2007
Springer
We develop a new graphical representation for interactive partially observable Markov decision processes (I-POMDPs) that is significantly more transparent and semantically clear t...