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ICML
2006
IEEE
14 years 10 months ago
An analytic solution to discrete Bayesian reinforcement learning
Reinforcement learning (RL) was originally proposed as a framework to allow agents to learn in an online fashion as they interact with their environment. Existing RL algorithms co...
Pascal Poupart, Nikos A. Vlassis, Jesse Hoey, Kevi...
ICCAD
2006
IEEE
146views Hardware» more  ICCAD 2006»
14 years 6 months ago
An analytical model for negative bias temperature instability
— Negative Bias Temperature Instability (NBTI) in PMOS transistors has become a significant reliability concern in present day digital circuit design. With continued scaling, th...
Sanjay V. Kumar, Chris H. Kim, Sachin S. Sapatneka...
CEC
2008
IEEE
14 years 4 months ago
A study on constrained MA using GA and SQP: Analytical vs. finite-difference gradients
— Many deterministic algorithms in the context of constrained optimization require the first-order derivatives, or the gradient vectors, of the objective and constraint function...
Stephanus Daniel Handoko, Chee Keong Kwoh, Yew-Soo...
ICCAD
2006
IEEE
129views Hardware» more  ICCAD 2006»
14 years 3 months ago
A high-quality mixed-size analytical placer considering preplaced blocks and density constraints
In addition to wirelength, modern placers need to consider various constraints such as preplaced blocks and density. We propose a high-quality analytical placement algorithm consi...
Tung-Chieh Chen, Zhe-Wei Jiang, Tien-Chang Hsu, Hs...
HICSS
2003
IEEE
105views Biometrics» more  HICSS 2003»
14 years 2 months ago
A Content Analytic Comparison of FTF and ALN Case-Study Discussions
While much research has shown that ALNs can produce learning equivalent to FTF classrooms, there has been little empirical research that explicitly and rigorously explores similar...
Robert Heckman, Hala Annabi