Prosiectau fesul blwyddyn
Crynodeb
A popular current research trend deals with expanding the Monte-Carlo tree search sampling methodologies to the environments with uncertainty and incomplete information. Recently a finite population version of Geiringer theorem with nonhomologous recombination has been adopted to the setting of Monte-Carlo tree search to cope with randomness and incomplete information by exploiting the entrinsic similarities within the state space of the problem. The only limitation of the new theorem is that the similarity relation was assumed to be an equivalence relation on the set of states. In the current paper we lift this "curtain of limitation" by allowing the similarity relation to be modeled in terms of an arbitrary set cover of the set of state-action pairs.
Iaith wreiddiol | Saesneg |
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Tudalennau | 133-146 |
Dynodwyr Gwrthrych Digidol (DOIs) | |
Statws | Cyhoeddwyd - 2013 |
Digwyddiad | The Twelfth Workshop - Adelaide, Australia, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon Hyd: 16 Ion 2013 → 20 Ion 2013 |
Cynhadledd
Cynhadledd | The Twelfth Workshop |
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Gwlad/Tiriogaeth | Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon |
Cyfnod | 16 Ion 2013 → 20 Ion 2013 |
Ôl bys
Gweld gwybodaeth am bynciau ymchwil 'A further generalization of the finite-population geiringer-like theorem for pomdps to allow recombination overarbitrary set covers'. Gyda’i gilydd, maen nhw’n ffurfio ôl bys unigryw.Prosiectau
- 1 Wedi Gorffen
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Evolutionary Approximation Algorithms for Optimization: Algorithm design and Complexity Analysis
He, J. (Prif Ymchwilydd)
Engineering & Physical Sciences Research Council
01 Mai 2011 → 31 Hyd 2015
Prosiect: Ymchwil a ariannwyd yn allanol