97 search results - page 1 / 20 » An epsilon-Optimal Grid-Based Algorithm for Partially Observ... |
141
Voted
IJCAI
2001
15 years 3 months ago
2001
Although a partially observable Markov decision process (POMDP) provides an appealing model for problems of planning under uncertainty, exact algorithms for POMDPs are intractable...
176
Voted
PAMI
2007
15 years 1 months ago
2007
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
79
Voted
IJIIP
2010
14 years 11 months ago
2010
118
Voted
AIPS
2008
15 years 4 months ago
2008
The POMDP is considered as a powerful model for planning under uncertainty. However, it is usually impractical to employ a POMDP with exact parameters to model precisely the real-...