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134
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NIPS
2007
15 years 5 months ago
Incremental Natural Actor-Critic Algorithms
We present four new reinforcement learning algorithms based on actor-critic and natural-gradient ideas, and provide their convergence proofs. Actor-critic reinforcement learning m...
Shalabh Bhatnagar, Richard S. Sutton, Mohammad Gha...
148
Voted
SIAMJO
2000
108views more  SIAMJO 2000»
15 years 3 months ago
Smooth SQP Methods for Mathematical Programs with Nonlinear Complementarity Constraints
Mathematical programs with nonlinear complementarity constraints are reformulated using better-posed but nonsmooth constraints. We introduce a class of functions, parameterized by...
Houyuan Jiang, Daniel Ralph
161
Voted
SIGSOFT
2010
ACM
15 years 1 months ago
A study of the uniqueness of source code
This paper presents the results of the first study of the uniqueness of source code. We define the uniqueness of a unit of source code with respect to the entire body of written s...
Mark Gabel, Zhendong Su
161
Voted
ACL
2009
15 years 1 months ago
Variational Decoding for Statistical Machine Translation
Statistical models in machine translation exhibit spurious ambiguity. That is, the probability of an output string is split among many distinct derivations (e.g., trees or segment...
Zhifei Li, Jason Eisner, Sanjeev Khudanpur
ISCAS
2008
IEEE
94views Hardware» more  ISCAS 2008»
15 years 10 months ago
Transient simulation of on-chip transmission lines via exact pole extraction
— An accurate and efficient solution for the transient response at the far end of a transmission line is proposed in this paper. Unlike approximating the poles by truncating the...
Guoqing Chen, Eby G. Friedman