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NN
2010
Springer
187views Neural Networks» more  NN 2010»
15 years 1 months ago
Efficient exploration through active learning for value function approximation in reinforcement learning
Appropriately designing sampling policies is highly important for obtaining better control policies in reinforcement learning. In this paper, we first show that the least-squares ...
Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiya...
ISLPED
2003
ACM
155views Hardware» more  ISLPED 2003»
15 years 11 months ago
Low-power high-level synthesis for FPGA architectures
This paper addresses two aspects of low-power design for FPGA circuits. First, we present an RT-level power estimator for FPGAs with consideration of wire length. The power estima...
Deming Chen, Jason Cong, Yiping Fan
WINE
2005
Springer
206views Economy» more  WINE 2005»
15 years 12 months ago
Exchange Market Equilibria with Leontief's Utility: Freedom of Pricing Leads to Rationality
This paper studies the equilibrium property and algorithmic complexity of the exchange market equilibrium problem with concave piece-wise linear functions, which include linear an...
Yinyu Ye
CORR
2010
Springer
101views Education» more  CORR 2010»
15 years 6 months ago
Circuits with arbitrary gates for random operators
We consider boolean circuits computing n-operators f : {0, 1}n {0, 1}n . As gates we allow arbitrary boolean functions; neither fanin nor fanout of gates is restricted. An operat...
Stasys Jukna, Georg Schnitger
INFOCOM
2011
IEEE
14 years 10 months ago
Optimal channel assignment and power allocation for dual-hop multi-channel multi-user relaying
Abstract—We consider the problem of jointly optimizing channel pairing, channel-user assignment, and power allocation in a single-relay multiple-access system. The optimization o...
Mahdi Hajiaghayi, Min Dong, Ben Liang