公开(公告)号：US20230196487A1

公开(公告)日：2023-06-22

申请号：US17575908

申请日：2022-01-14

Applicant: NEC CORPORATION

Inventor： Ayan SENGUPTA ,  Yasser Farouk Othman MOHAMMAD ,  Shinji NAKADAI

IPC: G06Q50/18 ,  G06N20/20

CPC classification number: G06Q50/188 ,  G06N20/20

Abstract: Automated negotiation agent adaptation is performed by detecting change in a utility function involved in automated negotiation between a supporting agent and an opposing agent while the supporting agent operates according to a first negotiation strategy model, generating a plurality of training samples from automated negotiation between the supporting agent and the opposing agent while the supporting agent operates according to a baseline negotiation strategy model, and training an initialized negotiation strategy model using the plurality of training samples to produce a second negotiation strategy model.

公开(公告)号：US20220108412A1

公开(公告)日：2022-04-07

申请号：US17184590

申请日：2021-02-25

Applicant: NEC Corporation

Inventor： Ayan SENGUPTA ,  Yasser Farouk Othman MOHAMMAD

IPC: G06Q50/18 ,  G06K9/62 ,  G06N20/00

Abstract: A method of adaptive autonomous negotiation includes receiving a first offer, using a receiver. The method further includes automatically identifying a first negotiator of a plurality of negotiators, using a processor, based on the received first offer, wherein the plurality of negotiators is stored in a memory. The method further includes automatically selecting a first strategy from a plurality of strategies based on the identified first negotiator, wherein the plurality of strategies is stored in the memory. The method further includes automatically selecting an action for responding to the first offer based on the selected first strategy, wherein automatically selected the action includes performing an inverse mapping on the selected first strategy. The method further includes automatically transmitting the selected action, using a transmitter.