发明名称 |
Predictive Hypothesis Exploration Using Planning |
摘要 |
In at least one embodiment, a method and a system include receiving a trace into a hypotheses generator from a source a trace, translating the trace and a state transition model into a planning problem using the hypotheses generator, producing a set of plans for the trace using at least one planner, translating each plan into hypothesis using the hypotheses generator and/or the planner, and returning the hypotheses from the hypotheses generator. In a further embodiment, the trace includes at least one of a future observation and a past observation. In at least one embodiment, the system includes at least one planner that develops a set of plans, a hypothesis generator, a database, at least one analytic, and at least one sensor where the hypotheses generator and/or the at least one planner converts each plan into a respective hypothesis. |
申请公布号 |
US2015339580(A1) |
申请公布日期 |
2015.11.26 |
申请号 |
US201414283867 |
申请日期 |
2014.05.21 |
申请人 |
International Business Machines Corporation |
发明人 |
Riabov Anton V.;Sohrabi Araghi Shirin;Udrea Octavian |
分类号 |
G06N5/04 |
主分类号 |
G06N5/04 |
代理机构 |
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代理人 |
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主权项 |
1. A method for operation of a system for predicting hypotheses, said method comprising:
receiving a trace from a source of a trace, where a hypotheses generator in the system receives the trace; translating the trace and a state transition model into a planning problem, where the hypotheses generator translates the trace and the state transition model into the planning problem; producing a set of plans for the trace, where a planner produces the set of plans; translating each plan into a hypothesis, where at least one of the hypotheses generator and the planner translates each plan into the respective hypothesis; and returning the hypotheses, where the hypotheses generator returns the hypotheses, and wherein at least one of the set of plans includes at least one top-quality plan and the hypotheses includes at least one plausible hypothesis. |
地址 |
Armonk NY US |