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NIPS
1993
13 years 11 months ago
Optimal Stochastic Search and Adaptive Momentum
Stochastic optimization algorithms typically use learning rate schedules that behave asymptotically as (t) = 0=t. The ensemble dynamics (Leen and Moody, 1993) for such algorithms ...
Todd K. Leen, Genevieve B. Orr
UAI
2000
13 years 11 months ago
A Decision Theoretic Approach to Targeted Advertising
A simple advertising strategy that can be used to help increase sales of a product is to mail out special o ers to selected potential customers. Because there is a cost associated...
David Maxwell Chickering, David Heckerman
ICRA
2007
IEEE
106views Robotics» more  ICRA 2007»
14 years 4 months ago
Exploring Different Coherence Dimensions to Answer Proximity Queries for Convex Polyhedra
— Different coherence dimensions can be considered to improve the performances of an algorithm for computing collision translations of pairs of convex polyhedra. The algorithm’...
Claudio Mirolo, Stefano Carpin, Enrico Pagello
ICRA
2010
IEEE
133views Robotics» more  ICRA 2010»
13 years 8 months ago
Generalized model learning for Reinforcement Learning on a humanoid robot
— Reinforcement learning (RL) algorithms have long been promising methods for enabling an autonomous robot to improve its behavior on sequential decision-making tasks. The obviou...
Todd Hester, Michael Quinlan, Peter Stone
PPOPP
2010
ACM
14 years 7 months ago
Applying the concurrent collections programming model to asynchronous parallel dense linear algebra
This poster is a case study on the application of a novel programming model, called Concurrent Collections (CnC), to the implementation of an asynchronous-parallel algorithm for c...
Aparna Chandramowlishwaran, Kathleen Knobe, Richar...