What do plans aim to identify? Cite at least 5 intentions and discuss each?
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Plans aim to identify various intentions, as discussed in the research contexts. Firstly, plan recognition focuses on identifying the plans or goals of a user based on the tasks performed, enabling interface agents to assist users effectively . Secondly, recognizing target plans involves considering human preferences, such as a kid preferring to play in a water park or an adult preferring to have a cup of coffee . Additionally, plans can serve as a window into retirement decision-making, profiling types like retiring completely, changing jobs, or uncertainty about retirement . Furthermore, plan recognition aims to discover target plans behind observed actions, utilizing vector representations of actions to infer plans without complete domain models . Lastly, plan recognition can predict intentions of potential intruders to a computer system, showcasing good accuracy in identifying intrusion intentions from system call sequences .
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| Papers (5) | Insight |
|---|---|
Open access•Posted Content | Plans aim to identify target plans based on observed actions. Intentions include discovering plans not from libraries, leveraging RNNs for context, and comparing performance in various planning domains. |
Open access•Journal Article 1 Citations | Plans aim to identify intentions of agents through observation data. In the context of intrusion detection, intentions like anomaly events and potential intruders' actions are recognized from system call sequences. |
37 Citations | Plans aim to identify user goals. Intentions include tasks, complex sequences, uncertainty, multiple goals, and adaptation to users. Each aids interface agents in assisting users effectively. |
75 Citations | Plans aim to identify retirement intentions. The five intentions are to retire completely, change jobs, never retire, have uncertainty about retirement, and work indefinitely. |
| Plans aim to identify target plans considering human preferences. Intentions include playing in water park, having a cup of coffee, shopping, dining out, and watching a movie based on historical rating scores. |
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What do plans aim to identify? Cite at least 5 intentions and discuss each item briefly?5 answersPlans aim to identify several intentions. Firstly, plans aim to generate plans quickly for decision-making systems that operate nearly in real-time. Secondly, plans aim to build plan recognition systems without the need for acquisition and hand-coding of a larger plan library. Thirdly, plans aim to discover target plans behind observed actions, even when the target plans are not from plan libraries and complete domain models are not available. Fourthly, plans aim to represent actions, plans, and goals using the planning graph, which can be used as an implicit, dynamic planning library. Lastly, plans aim to leverage modern plan generating technology to find valid plans efficiently and scalably.