policy optimization problem

61

AIPS
2004

145views Artificial Intelligence» more AIPS 2004»

Optimal Resource Allocation and Policy Formulation in Loosely-Coupled Markov Decision Processes

14 years 2 months ago

The problem of optimal policy formulation for teams of resource-limited agents in stochastic environments is composed of two strongly-coupled subproblems: a resource allocation pr...

Dmitri A. Dolgov, Edmund H. Durfee

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41

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ISSS
1999
IEEE

121views Hardware» more ISSS 1999»

Event-Driven Power Management of Portable Systems

14 years 5 months ago

Download si2.epfl.ch

The policy optimization problem for dynamic power management has received considerable attention in the recent past. We formulate policy optimization as a constrained optimization...

Tajana Simunic, Giovanni De Micheli, Luca Benini

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44

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DAC
2003
ACM

151views Computer Architecture» more DAC 2003»

Extending the lifetime of a network of battery-powered mobile devices by remote processing: a markovian decision-based approach

15 years 1 months ago

Download atrak.usc.edu

This paper addresses the problem of extending the lifetime of a batterypowered mobile host in a client-server wireless network by using task migration and remote processing. This ...

Peng Rong, Massoud Pedram

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