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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information Genevieve Flaspohler 1,2, Nicholas Roy 1, and John W. Fisher III 1 Massachusetts Intitute of Technology 1

Neural Information Processing SystemsNov-14-2025, 08:13:43 GMT

Finally, Section D provides additional visualizations and discussion of experimental results. The following section contains the detailed derivation of Lemmas 5.3-5.5 presented in the main text. S22 and S25 follow by the triangle inequality, Eq. We can bound the final term in Eq. Plugging this expression in to Eq. S23, we have the recursion: Despite it's continuous nature, the value function for any discrete, finite horizon POMDP can be This property can be observed directly from Eq. 2 when integration is replaced by summation.

artificial intelligence, machine learning, value function, (15 more...)

Neural Information Processing Systems

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