- 专利标题: Method and system for orchestrating multi-party services using semi-cooperative nash equilibrium based on artificial intelligence, neural network models,reinforcement learning and finite-state automata
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申请号: US16120503申请日: 2018-09-04
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公开(公告)号: US11610165B2公开(公告)日: 2023-03-21
- 发明人: Krishna Sankar , Vedad Cajic , Usha Nookala , Jonas Fenn
- 申请人: Volvo Car Corporation
- 申请人地址: SE Gothenburg
- 专利权人: Volvo Car Corporation
- 当前专利权人: Volvo Car Corporation
- 当前专利权人地址: SE Gothenburg
- 代理机构: Clements Bernard Walker
- 代理商 Christopher L. Bernard
- 主分类号: G06Q10/06
- IPC分类号: G06Q10/06 ; G06Q30/02 ; G06Q10/04 ; G06Q50/30 ; G06Q10/0631 ; G06Q30/0201 ; G06N20/00 ; G06Q30/0202 ; G06N3/04
摘要:
Distributing resources in a predetermined geographical area, including: retrieving a set of metrics indicative of factors of interest related to operation of the resources for at least two parties, each having a plurality of resources, retrieving optimization policies indicative of preferred metric values for each party, retrieving at least one model including strategies for distributing resources in the predetermined area, the at least one model based on learning from a set of scenarios for distributing resources, retrieving context data from real time systems indicative of at least a present traffic situation, establishing a Nash equilibrium between the metrics in the optimization policies of the at least two parties taking into account the at least one model and the context data, distributing the resources in the geographical area according to the outcome of the established Nash equilibrium.
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