595 search results - page 28 / 119 » Predictive State Representations with State Space Partitioni... |
172
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FGR
2011
IEEE
14 years 7 months ago
2011
IEEE
— Despite major advances within the affective computing research field, modelling, analysing, interpreting and responding to naturalistic human affective behaviour still remains...
132
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AAAI
2006
15 years 5 months ago
2006
This paper presents a novel framework for simultaneously learning representation and control in continuous Markov decision processes. Our approach builds on the framework of proto...
117
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ATAL
2008
Springer
15 years 5 months ago
2008
Springer
We present an extension of the Dynamics Based Control (DBC) paradigm to environment models based on Predictive State Representations (PSRs). We show an approximate greedy version ...
163
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CDC
2010
IEEE
14 years 11 months ago
2010
IEEE
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
129
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ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
The recent Predictive Linear Gaussian model (or PLG) improves upon traditional linear dynamical system models by using a predictive representation of state, which makes consistent...