A POMDP based approach to optimally select sellers in electronic marketplaces

@inproceedings{Irissappane2014APB,
  title={A POMDP based approach to optimally select sellers in electronic marketplaces},
  author={Athirai Aravazhi Irissappane and Frans A. Oliehoek and Jie Zhang},
  booktitle={AAMAS},
  year={2014}
}
Selecting a seller in e-markets is a tedious task that we might want to delegate to an agent. Many approaches to constructing such agents have been proposed, building upon different foundations (decision theory, trust modeling) and making use of different information (direct experience with sellers, reputation of sellers, trustworthiness of other buyers called advisors, etc.). In this paper, we propose the SALE POMDP, a new approach based on the decision-theoretic framework of POMDPs. It… CONTINUE READING
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