3 search results - page 1 / 1 » Vector-space Analysis of Belief-state Approximation for POMD... |
UAI
2001
13 years 9 months ago
2001
We propose a new approach to value-directed belief state approximationfor POMDPs. The valuedirected model allows one to choose approximation methods for belief state monitoringtha...
IAT
2005
IEEE
14 years 2 months ago
2005
IEEE
Partially observable Markov decision process (POMDP) is commonly used to model a stochastic environment with unobservable states for supporting optimal decision making. Computing ...
AI
2006
Springer
14 years 5 days ago
2006
Springer
Abstract. Current point-based planning algorithms for solving partially observable Markov decision processes (POMDPs) have demonstrated that a good approximation of the value funct...