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T<jats:sc>om<\/jats:sc>A<jats:sc>bd<\/jats:sc> agents are able to simulate the perspective of the world that their peers have and reason from their perspective. Furthermore, T<jats:sc>om<\/jats:sc>A<jats:sc>bd<\/jats:sc> agents can reason from the perspective of others down to an <jats:italic>arbitrary level of recursion<\/jats:italic>, using Theory of Mind of <jats:inline-formula><jats:alternatives><jats:tex-math>$$n^{\\text {th}}$$<\/jats:tex-math><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                  <mml:msup>\n                    <mml:mi>n<\/mml:mi>\n                    <mml:mtext>th<\/mml:mtext>\n                  <\/mml:msup>\n                <\/mml:math><\/jats:alternatives><\/jats:inline-formula> order. By combining the previous capability with abductive reasoning, T<jats:sc>om<\/jats:sc>A<jats:sc>bd<\/jats:sc> agents can infer the beliefs that others were relying upon to select their actions, hence putting them in a more informed position when it comes to their own decision-making. We have tested the T<jats:sc>om<\/jats:sc>A<jats:sc>bd<\/jats:sc> model in the challenging domain of Hanabi, a game characterised by cooperation and imperfect information. Our results show that the abilities granted by the T<jats:sc>om<\/jats:sc>A<jats:sc>bd<\/jats:sc> model boost the performance of the team along a variety of metrics, including final score, efficiency of communication, and uncertainty reduction.<\/jats:p>","DOI":"10.1007\/s10458-023-09613-w","type":"journal-article","created":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T05:01:38Z","timestamp":1691730098000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Combining theory of mind and abductive reasoning in agent-oriented programming"],"prefix":"10.1007","volume":"37","author":[{"given":"Nieves","family":"Montes","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Luck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nardine","family":"Osman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Odinaldo","family":"Rodrigues","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carles","family":"Sierra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,11]]},"reference":[{"issue":"7857","key":"9613_CR1","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1038\/d41586-021-01170-0","volume":"593","author":"A Dafoe","year":"2021","unstructured":"Dafoe, A., Bachrach, Y., Hadfield, G., Horvitz, E., Larson, K., & Graepel, T. 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