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ICML
2006
IEEE
14 years 11 months ago
PAC model-free reinforcement learning
For a Markov Decision Process with finite state (size S) and action spaces (size A per state), we propose a new algorithm--Delayed Q-Learning. We prove it is PAC, achieving near o...
Alexander L. Strehl, Lihong Li, Eric Wiewiora, Joh...
ISBI
2004
IEEE
14 years 11 months ago
Multi-Modal Non-Rigid Registration Using a Stochastic Gradient Approximation
We present a new fast implementation of a non-rigid registration algorithm, based on a finite element elastic deformation model using the mutual information metric with a linear e...
Aloys du Bois d'Aische, Benoît Macq, Florian...
VLSID
2004
IEEE
73views VLSI» more  VLSID 2004»
14 years 11 months ago
Wire Swizzling to Reduce Delay Uncertainty Due to Capacitive Coupling
Reduction of worst-case delay and delay uncertainty due to capacitive coupling is a still unsolved problem in physical design. We describe a routing only layout solution - swizzli...
Puneet Gupta, Andrew B. Kahng
HPCA
2006
IEEE
14 years 11 months ago
Understanding the performance-temperature interactions in disk I/O of server workloads
This paper describes the first infrastructure for integrated studies of the performance and thermal behavior of storage systems. Using microbenchmarks running on this infrastructu...
Youngjae Kim, Sudhanva Gurumurthi, Anand Sivasubra...
HPCA
2004
IEEE
14 years 11 months ago
Creating Converged Trace Schedules Using String Matching
This paper focuses on generating efficient software pipelined schedules for in-order machines, which we call Converged Trace Schedules. For a candidate loop, we form a string of t...
Satish Narayanasamy, Yuanfang Hu, Suleyman Sair, B...