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AIPS
2003
15 years 3 months ago
Synthesis of Hierarchical Finite-State Controllers for POMDPs
We develop a hierarchical approach to planning for partially observable Markov decision processes (POMDPs) in which a policy is represented as a hierarchical finite-state control...
Eric A. Hansen, Rong Zhou
ICML
2006
IEEE
16 years 3 months ago
A DC-programming algorithm for kernel selection
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
Andreas Argyriou, Raphael Hauser, Charles A. Micch...
DATE
2006
IEEE
92views Hardware» more  DATE 2006»
15 years 8 months ago
Priority scheduling in digital microfluidics-based biochips
Discrete droplet digital microfluidics-based biochips face problems similar to that in other VLSI CAD systems, but with new constraints and interrelations. We focus on one such pr...
Andrew J. Ricketts, Kevin M. Irick, Narayanan Vija...
CORR
2010
Springer
177views Education» more  CORR 2010»
14 years 11 months ago
Dynamic Scheduling of Skippable Periodic Tasks with Energy Efficiency in Weakly Hard Real-Time System
Energy consumption is a critical design issue in real-time systems, especially in battery- operated systems. Maintaining high performance, while extending the battery life between...
Santhi Baskaran, P. Thambidurai
ECCV
2008
Springer
16 years 4 months ago
Latent Pose Estimator for Continuous Action Recognition
Recently, models based on conditional random fields (CRF) have produced promising results on labeling sequential data in several scientific fields. However, in the vision task of c...
Huazhong Ning, Wei Xu, Yihong Gong, Thomas S. Huan...