Progressive horizon planning-planning exploratory-corrective behavior
نویسندگان
چکیده
Much planning research assumes that the goals for which one plans are known in advance. That is not true of trauma management, which involves both a search for relevant goals and reasoning about how to achieve them. TraumAID is a consultation system for the diagnosis and treatment of multiple trauma. It has been under development jointly at the University of Pennsylvania and the Medical College of Pennsylvania for the past eight years. TraumAID integrates diagnostic reasoning, planning and action. Its reasoner identifies diagnostic and therapeutic goals appropriate to the physician’s knowledge of the patient’s state, while its planner advises on beneficial actions to next perform. The physician’s lack of complete knowledge of the situation and the time limitations of emergency medicine constrain the ability of any planner to identify what would be the best thing to do. Nevertheless, TraumAID’s Progressive Horizon Planner has been designed to create a plan for patient care that is in keeping with the standards of managing trauma.
منابع مشابه
Diagnostic Reasoning and Planning in Exploratory-Corrective Domains
DIAGNOSTIC REASONING AND PLANNING IN EXPLORATORY CORRECTIVE DOMAINS Ron Rymon Bonnie L Webber Supervisor I have developed a methodology for knowledge representation and reasoning for agents working in exploratory corrective domains Working within the eld of Arti cial Intelligence in Medicine I used the speci c problem of diagnosis and repair in multiple trauma management as both motivation and ...
متن کاملFounded by Benjamin Franklin in 1740 The Institute For Research In Cognitive Science Progressive Horizon Planning - Planning Exploratory
Much planning research assumes that the goals for which one plans are known in advance. That is not true of trauma management, which involves both a search for relevant goals and reasoning about how to achieve them. TraumAID is a consultation system for the diagnosis and treatment of multiple trauma. It has been under development jointly at the University of Pennsylvania and the Medical College...
متن کاملProgressive Horizon Planning
In an earlier paper [Rymon et a1 89], we showed how domain localities and regularities can be used to reduce the complexity of finding a trauma management plan that satisfies a set of diagnostic and therapeutic goals. Here, we present another planning idea Progressive Horizon useful for optimizing such plans in domains where planning can be regarded as an incremental process, continuously inter...
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In many diagnosis-and-repair domains, diagnostic reasoning cannot be abstracted from repair actions, nor from actions necessary to obtain information of diagnostic value. TraumAID 2.0, a consultation system for multiple trauma management, implements a reasoning architecture for exploratory-corrective domains which integrates diagnostic reasoning with planning and action. Taking the view that a ...
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ورودعنوان ژورنال:
- IEEE Trans. Systems, Man, and Cybernetics
دوره 23 شماره
صفحات -
تاریخ انتشار 1993