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» Optimal Control with Adaptive Internal Dynamics Models
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ICMCS
2005
IEEE
78views Multimedia» more  ICMCS 2005»
14 years 2 months ago
Meeting video retrieval using dynamic HMM model similarity
Overcoming the semantic-feature gap and adapting to context are two main challenges in content-based retrieval. The problem is even more complicated for unstructured videos such a...
Dar-Shyang Lee, Jonathan J. Hull, Berna Erol
ICPR
2010
IEEE
13 years 9 months ago
Adaptive Incremental Learning with an Ensemble of Support Vector Machines
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
AGI
2011
13 years 14 days ago
Reinforcement Learning and the Bayesian Control Rule
We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intra...
Pedro Alejandro Ortega, Daniel Alexander Braun, Si...
DAC
1998
ACM
14 years 9 months ago
Policy Optimization for Dynamic Power Management
Dynamic power management schemes (also called policies) can be used to control the power consumption levels of electronic systems, by setting their components in different states,...
Giuseppe A. Paleologo, Luca Benini, Alessandro Bog...
COMPLEXITY
2007
93views more  COMPLEXITY 2007»
13 years 8 months ago
Guiding a self-adjusting system through chaos
: We study the parametric controls of self-adjusting systems with numerical models. We investigate the situation where the target dynamics changes slowly and passes through a chaot...
Alfred W. Hübler, Kirstin C. Phelps