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» Is it time for real-time functional programming
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133
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DAC
1997
ACM
15 years 7 months ago
A C-Based RTL Design Verification Methodology for Complex Microprocessor
Cr, As the complexity of high-performance microprocessor increases, functional verification becomes more and more difficult and RTL simulation emerges as the bottleneck of the des...
Joon-Seo Yim, Yoon-Ho Hwang, Chang-Jae Park, Hoon ...
124
Voted
IJCAI
2003
15 years 4 months ago
Generalizing Plans to New Environments in Relational MDPs
A longstanding goal in planning research is the ability to generalize plans developed for some set of environments to a new but similar environment, with minimal or no replanning....
Carlos Guestrin, Daphne Koller, Chris Gearhart, Ne...
139
Voted
AI
1999
Springer
15 years 3 months ago
Learning by Discovering Concept Hierarchies
We present a new machine learning method that, given a set of training examples, induces a definition of the target concept in terms of a hierarchy of intermediate concepts and th...
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Brat...
PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
15 years 1 months ago
Smarter Sampling in Model-Based Bayesian Reinforcement Learning
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efficient use of data samples, but typically uses significantly more computation. For discrete Markov Decis...
Pablo Samuel Castro, Doina Precup
110
Voted
IPPS
2000
IEEE
15 years 8 months ago
Reduction Optimization in Heterogeneous Cluster Environments
Network of workstation (NOW) is a cost-effective alternative to massively parallel supercomputers. As commercially available off-the-shelf processors become cheaper and faster, ...
Pangfeng Liu, Da-Wei Wang