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AAAI
2004
13 years 11 months ago
Stochastic Local Search for POMDP Controllers
The search for finite-state controllers for partially observable Markov decision processes (POMDPs) is often based on approaches like gradient ascent, attractive because of their ...
Darius Braziunas, Craig Boutilier
IJCNN
2000
IEEE
14 years 2 months ago
On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
Eiji Mizutani, Stuart E. Dreyfus, Kenichi Nishio
INFOCOM
2002
IEEE
14 years 2 months ago
Optimal Energy Allocation and Admission Control for Communications Satellites
—We address the issue of optimal energy allocation and admission control for communications satellites in earth orbit. Such satellites receive requests for transmission as they o...
Alvin Fu, Eytan Modiano, John N. Tsitsiklis
ICCL
1998
IEEE
14 years 2 months ago
Controlled Self-Applicable On-Line Partial Evaluation, Using Strategies
On-line partial evaluators are hardly ever selfapplicable, because the complexity of deciding whether to residualize terms causes combinatorial explosion when self-application is ...
M. Beckman, Samuel N. Kamin
SIGCSE
1997
ACM
95views Education» more  SIGCSE 1997»
14 years 2 months ago
A Web based configuration control system for team projects
In courses involving team programming projects, it is desirable to have team members share files, and establish procedures for developing a configuration. Often, faculty members a...
Ronald Curtis