829 search results - page 16 / 166 » A time aggregation approach to Markov decision processes |
109
Voted
UAI
2000
15 years 3 months ago
2000
We propose a new approach to the problem of searching a space of policies for a Markov decision process (MDP) or a partially observable Markov decision process (POMDP), given a mo...
122
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ENTCS
2008
15 years 1 months ago
2008
Defining operational semantics for a process algebra is often based either on labeled transition systems that account for interaction with a context or on the so-called reduction ...
121
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ISSS
1999
IEEE
15 years 6 months ago
1999
IEEE
The policy optimization problem for dynamic power management has received considerable attention in the recent past. We formulate policy optimization as a constrained optimization...
128
Voted
ICANN
2001
Springer
15 years 6 months ago
2001
Springer
Unlike traditional reinforcement learning (RL), market-based RL is in principle applicable to worlds described by partially observable Markov Decision Processes (POMDPs), where an ...
139
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SIAMSC
2008
15 years 1 months ago
2008
A multilevel adaptive aggregation method for calculating the stationary probability vector of an irreducible stochastic matrix is described. The method is a special case of the ada...