policy optimization problem

86

AIPS
2004

145views Artificial Intelligence» more AIPS 2004»

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

14 years 7 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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55

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ISSS
1999
IEEE

121views Hardware» more ISSS 1999»

Event-Driven Power Management of Portable Systems

14 years 10 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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56

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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 7 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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