Sciweavers

260 search results - page 1 / 52
» Quasi-Deterministic Partially Observable Markov Decision Pro...
Sort
View
82
Voted
ICONIP
2009
14 years 10 months ago
Quasi-Deterministic Partially Observable Markov Decision Processes
We study a subclass of POMDPs, called quasi-deterministic POMDPs (QDET-POMDPs), characterized by deterministic actions and stochastic observations. While this framework does not mo...
Camille Besse, Brahim Chaib-draa
113
Voted
ATAL
2010
Springer
15 years 1 months ago
Quasi deterministic POMDPs and DecPOMDPs
In this paper, we study a particular subclass of partially observable models, called quasi-deterministic partially observable Markov decision processes (QDET-POMDPs), characterize...
Camille Besse, Brahim Chaib-draa
91
Voted
ICML
2006
IEEE
16 years 1 months ago
Region-based value iteration for partially observable Markov decision processes
Hui Li, Xuejun Liao, Lawrence Carin
ECML
2005
Springer
15 years 6 months ago
Active Learning in Partially Observable Markov Decision Processes
This paper examines the problem of finding an optimal policy for a Partially Observable Markov Decision Process (POMDP) when the model is not known or is only poorly specified. W...
Robin Jaulmes, Joelle Pineau, Doina Precup