3049 search results - page 156 / 610 » On the Convergence of Bound Optimization Algorithms |
161
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ML
2002
ACM
15 years 6 months ago
2002
ACM
We present new algorithms for reinforcement learning, and prove that they have polynomial bounds on the resources required to achieve near-optimal return in general Markov decisio...
161
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
An open problem in multiobjective optimization using the Pareto optimality criteria, is how to evaluate the performance of different evolutionary algorithms that solve multi– o...
200
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CDC
2010
IEEE
15 years 1 months ago
2010
IEEE
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
172
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PPSN
2010
Springer
15 years 4 months ago
2010
Springer
The hypervolume indicator is widely used to guide the search and to evaluate the performance of evolutionary multi-objective optimization algorithms. It measures the volume of the ...
189
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SAGT
2009
Springer
16 years 29 days ago
2009
Springer
We consider the loss in social welfare caused by individual rationality in matching scenarios. We give both theoretical and experimental results comparing stable matchings with soc...