{"title":"Merging strategic and tactical planning in dynamic, uncertain environments","authors":"P. Bonissone, S. Dutta","doi":"10.1109/CAIA.1992.200016","DOIUrl":null,"url":null,"abstract":"An approach to planning in dynamic and uncertain environments is presented. Planning is viewed as a process in which an agent's long-term goals are transformed into short-term tasks and objectives, given in the context of planning. The model allows for a dynamic balance between long-term strategic planning and short-term tactical planning. A combination of rules and scripts is used. Rules are used for reasoning about long-term strategic choices. Scripts are used for representing short-term tasks and objectives. The uncertainty calculi of RUM/PRIMO are used for supporting reasoning under uncertainty. In the proposed model, it is also possible to achieve seamless integration of case-based reasoning into the planning process. These ideas have been implemented in a system called MARS, which plans in the financial domain of mergers and acquisitions.<<ETX>>","PeriodicalId":388685,"journal":{"name":"Proceedings Eighth Conference on Artificial Intelligence for Applications","volume":"79 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1992-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings Eighth Conference on Artificial Intelligence for Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CAIA.1992.200016","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8
Abstract
An approach to planning in dynamic and uncertain environments is presented. Planning is viewed as a process in which an agent's long-term goals are transformed into short-term tasks and objectives, given in the context of planning. The model allows for a dynamic balance between long-term strategic planning and short-term tactical planning. A combination of rules and scripts is used. Rules are used for reasoning about long-term strategic choices. Scripts are used for representing short-term tasks and objectives. The uncertainty calculi of RUM/PRIMO are used for supporting reasoning under uncertainty. In the proposed model, it is also possible to achieve seamless integration of case-based reasoning into the planning process. These ideas have been implemented in a system called MARS, which plans in the financial domain of mergers and acquisitions.<>