3643 search results - page 153 / 729 » Learning Submodular Functions |
189
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ICML
2000
IEEE
16 years 7 months ago
2000
IEEE
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
165
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ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
169
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ICML
2001
IEEE
16 years 7 months ago
2001
IEEE
This paper examines the notion of symmetry in Markov decision processes (MDPs). We define symmetry for an MDP and show how it can be exploited for more effective learning in singl...
161
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COLT
2010
Springer
15 years 4 months ago
2010
Springer
We consider an online learning setting where at each time step the decision maker has to choose how to distribute the future loss between k alternatives, and then observes the los...
149
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HICSS
1999
IEEE
15 years 10 months ago
1999
IEEE
Assessing the reliability of a software system has always been an elusive target. A program may work very well for a number of years and this same program may suddenly become quit...