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94
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IJIIP
2010
91views more  IJIIP 2010»
15 years 29 days ago
A Behavior Adaptation Algorithm based on Hierarchical Partially Observable Markov Decision Process
Yong Tao, Tianmiao Wang, Hongxing Wei, Peijiang Yu...
134
Voted
AAAI
1996
15 years 5 months ago
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations
: Partially-observable Markov decision processes provide a very general model for decision-theoretic planning problems, allowing the trade-offs between various courses of actions t...
Craig Boutilier, David Poole
131
Voted
GLOBECOM
2010
IEEE
15 years 1 months ago
Cooperative Relay Scheduling under Partial State Information in Energy Harvesting Sensor Networks
Abstract--Sensors equipped with energy harvesting and cooperative communication capabilities are a viable solution to the power limitations of Wireless Sensor Networks (WSNs) assoc...
Huijiang Li, Neeraj Jaggi, Biplab Sikdar
186
Voted
AAAI
2011
14 years 3 months ago
An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems
Recently, a number of researchers have proposed spectral algorithms for learning models of dynamical systems—for example, Hidden Markov Models (HMMs), Partially Observable Marko...
Byron Boots, Geoffrey J. Gordon