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ICML
2007
IEEE
16 years 7 months ago
Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation
Reinforcement learning algorithms can become unstable when combined with linear function approximation. Algorithms that minimize the mean-square Bellman error are guaranteed to co...
Chee Wee Phua, Robert Fitch
ICML
1996
IEEE
16 years 7 months ago
Discretizing Continuous Attributes While Learning Bayesian Networks
We introduce a method for learning Bayesian networks that handles the discretization of continuous variables as an integral part of the learning process. The main ingredient in th...
Moisés Goldszmidt, Nir Friedman
WWW
2006
ACM
16 years 7 months ago
Towards content trust of web resources
Trust is an integral part of the Semantic Web architecture. Most prior work on trust focuses on entity-centered issues such as authentication and reputation and does not take into...
Yolanda Gil, Donovan Artz
VLSID
2005
IEEE
89views VLSI» more  VLSID 2005»
16 years 7 months ago
Power Optimization in Current Mode Circuits
We propose a method to minimize power dissipation in current-mode CMOS analog and multiple-valued logic (MVL) circuits employing a stack of current comparators. First, we present ...
M. S. Bhat, H. S. Jamadagni
VLSID
2004
IEEE
111views VLSI» more  VLSID 2004»
16 years 7 months ago
On Buffering Schemes for Long Multi-Layer Nets
We consider the problem of minimizing the delay in signal transmission over point-to-point connections across multiple metal layers in a VLSI circuit. We present an exact solution...
Vani Prasad, Madhav P. Desai