Multi-objective sequential decision making

Multi-objective sequential decision making

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This thesis is concerned with multi-objective sequential decision making (MOSDM). The motivation is twofold. On the one hand, many decision problems in the domains of e.g., robotics, scheduling or games, involve the optimization of sequences of decisions. On the other hand, many real-world applicati...

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Bibliographic Details
Main Author: Wang, Weijia
Language:English
Published: Université Paris Sud - Paris XI 2014
Subjects:
[INFO:INFO_LG] Computer Science/Machine Learning
[INFO:INFO_LG] Informatique/Apprentissage
[INFO:INFO_AI] Computer Science/Artificial Intelligence
[INFO:INFO_AI] Informatique/Intelligence artificielle
Reinforcement learning
Monte-Carlo tree search
Multi-objective optimization
Sequential decision making
Online Access:http://tel.archives-ouvertes.fr/tel-01057079
http://tel.archives-ouvertes.fr/docs/01/05/70/79/ANNEX/VD2_WANG_WEIJIA_11072014_Synthese_en_francais_Annexes.pdf
http://tel.archives-ouvertes.fr/docs/01/05/70/79/PDF/VD2_WANG_WEIJIA_11072014.pdf

Internet

http://tel.archives-ouvertes.fr/tel-01057079
http://tel.archives-ouvertes.fr/docs/01/05/70/79/ANNEX/VD2_WANG_WEIJIA_11072014_Synthese_en_francais_Annexes.pdf
http://tel.archives-ouvertes.fr/docs/01/05/70/79/PDF/VD2_WANG_WEIJIA_11072014.pdf

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