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SGAI
2009
Springer
16 years 1 months ago
From Source Code to Runtime Behaviour: Software Metrics Help to Select the Computer Architecture
The decision which hardware platform to use for a certain application is an important problem in computer architecture. This paper reports on a study where a data-mining approach i...
Frank Eichinger, David Kramer, Klemens Böhm, ...
CDC
2008
IEEE
118views Control Systems» more  CDC 2008»
16 years 1 months ago
A density projection approach to dimension reduction for continuous-state POMDPs
Abstract— Research on numerical solution methods for partially observable Markov decision processes (POMDPs) has primarily focused on discrete-state models, and these algorithms ...
Enlu Zhou, Michael C. Fu, Steven I. Marcus
ICIP
2008
IEEE
16 years 1 months ago
Macroblock-based retransmission for error-resilient video streaming
This paper revisits the problem of source-channel coding for error-resilient video streaming. We propose a new method to enable adaptive redundancy in the bitstream: fine-grain r...
J. Christian Schmidt, Kenneth Rose
EPIA
2007
Springer
16 years 23 days ago
Modelling Morality with Prospective Logic
This paper shows how moral decisions can be drawn computationally by using prospective logic programs. These are employed to model moral dilemmas, as they are able to prospectively...
Luís Moniz Pereira, Ari Saptawijaya
ICANN
2007
Springer
16 years 23 days ago
Solving Deep Memory POMDPs with Recurrent Policy Gradients
Abstract. This paper presents Recurrent Policy Gradients, a modelfree reinforcement learning (RL) method creating limited-memory stochastic policies for partially observable Markov...
Daan Wierstra, Alexander Förster, Jan Peters,...