Towards machines that understand people
Howes, A., Jokinen, J. P.P., & Oulasvirta, A. (2023). Towards machines that understand people. AI Magazine, 44(3), 312-327. https://doi.org/10.1002/aaai.12116
Julkaistu sarjassa
AI MagazinePäivämäärä
2023Tekijänoikeudet
© 2023 The Authors.
The ability to estimate the state of a human partner is an insufficient basis on which to build cooperative agents. Also needed is an ability to predict how people adapt their behavior in response to an agent's actions. We propose a new approach based on computational rationality, which models humans based on the idea that predictions can be derived by calculating policies that are approximately optimal given human-like bounds. Computational rationality brings together reinforcement learning and cognitive modeling in pursuit of this goal, facilitating machine understanding of humans.
Julkaisija
John Wiley & SonsISSN Hae Julkaisufoorumista
0738-4602Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/184678745
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisätietoja rahoituksesta
Academy of Finland, Grant/AwardNumbers: 328813, 318559; Finnish Centerfor Artificial Intelligence FCALisenssi
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