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» Neural Dynamics with Stochasticity
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AAAI
2011
13 years 12 months ago
Linear Dynamic Programs for Resource Management
Sustainable resource management in many domains presents large continuous stochastic optimization problems, which can often be modeled as Markov decision processes (MDPs). To solv...
Marek Petrik, Shlomo Zilberstein
NGC
2010
Springer
183views Communications» more  NGC 2010»
14 years 6 months ago
Brain-like Computing Based on Distributed Representations and Neurodynamics
A key to overcoming the limitations of classical artificial intelligence and to deal well with enormous amounts of information might be brain-like computing in which distributed re...
Ken Yamane, Masahiko Morita
CPAIOR
2006
Springer
15 years 3 months ago
Online Stochastic Reservation Systems
This paper considers online stochastic reservation problems, where requests come online and must be dynamically allocated to limited resources in order to maximize profit. Multi-k...
Pascal Van Hentenryck, Russell Bent, Yannis Vergad...
LATIN
1998
Springer
15 years 4 months ago
Dynamic Packet Routing on Arrays with Bounded Buffers
We study the performance of packet routing on arrays (or meshes) with bounded buffers in the routing switches, assuming that new packets are continuously inserted at all the nodes....
Andrei Z. Broder, Alan M. Frieze, Eli Upfal
IWINAC
2007
Springer
15 years 6 months ago
Brain Organization and Computation
Theories of how the brain computes can be differentiated in three general conceptions: the algorithmic approach, the neural information processing (neurocomputational) approach an...
Andreas Schierwagen