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ICTAI
2000
IEEE
13 years 11 months ago
Building efficient partial plans using Markov decision processes
Markov Decision Processes (MDP) have been widely used as a framework for planning under uncertainty. They allow to compute optimal sequences of actions in order to achieve a given...
Pierre Laroche
ASPDAC
2008
ACM
134views Hardware» more  ASPDAC 2008»
13 years 10 months ago
Automatic re-coding of reference code into structured and analyzable SoC models
The quality of the input system model has a direct bearing on the effectiveness of the system exploration and synthesis tools. Given a well-structured system model, tools today are...
Pramod Chandraiah, Rainer Dömer
ATAL
2008
Springer
13 years 10 months ago
The permutable POMDP: fast solutions to POMDPs for preference elicitation
The ability for an agent to reason under uncertainty is crucial for many planning applications, since an agent rarely has access to complete, error-free information about its envi...
Finale Doshi, Nicholas Roy
CIKM
2008
Springer
13 years 10 months ago
Combining concept hierarchies and statistical topic models
Statistical topic models provide a general data-driven framework for automated discovery of high-level knowledge from large collections of text documents. While topic models can p...
Chaitanya Chemudugunta, Padhraic Smyth, Mark Steyv...
ASPDAC
2007
ACM
106views Hardware» more  ASPDAC 2007»
13 years 10 months ago
Bisection Based Placement for the X Architecture
Rising interconnect delay and power consumption have motivated the investigation of alternative integrated circuit routing architectures. In particular, the X Architecture, which ...
Satoshi Ono, Sameer Tilak, Patrick H. Madden