Essay.06-HaochenZhao-21000417
Keywords: Cognitive reasoning, machine learning, intention, intentionality
Abstract: In social interactions between humans, the concept of intention is of great significance. From the environment around us and actions we can observe, we can do intentionality inference naturally. This kind of intentionailty inference helps us understand agents' behaviors, as well as their possible future actions. Also, intentionality is driving our own actions as well. For AI agents capable of cooperating with humans in sophisticated social scenarios, computational frameworks for intentionality is needed. This essay explores diverse methodologies employed to encapsulate goals, ranging from abstract symbolic representations to detailed state-based and hierarchical structures. The advantages and disadvantages of each representation are scrutinized, emphasizing the nuanced trade-offs inherent in the pursuit of effective goal modeling.
Submission Number: 132
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