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MP
2008
117views more  MP 2008»
13 years 7 months ago
Stochastic programming approach to optimization under uncertainty
In this paper we discuss computational complexity and risk averse approaches to two and multistage stochastic programming problems. We argue that two stage (say linear) stochastic ...
Alexander Shapiro
ICML
2003
IEEE
14 years 8 months ago
Text Classification Using Stochastic Keyword Generation
Cong Li, Ji-Rong Wen, Hang Li
ICML
2009
IEEE
14 years 8 months ago
Stochastic search using the natural gradient
Daan Wierstra, Jürgen Schmidhuber, Tom Schaul...
COLT
2008
Springer
13 years 9 months ago
Stochastic Linear Optimization under Bandit Feedback
Varsha Dani, Thomas P. Hayes, Sham M. Kakade
COLT
2004
Springer
14 years 27 days ago
Reinforcement Learning for Average Reward Zero-Sum Games
Abstract. We consider Reinforcement Learning for average reward zerosum stochastic games. We present and analyze two algorithms. The first is based on relative Q-learning and the ...
Shie Mannor