The purpose of this note is to outline a framework for uncertain reasoning which drops unrealistic assumptions about the agents’ inferential capabilities. To do so, we envisage a pivotal role for the recent research programme of depth-bounded Boolean logics (D’Agostino et al., 2013). We suggest that this can be fruitfully extended to the representation of rational belief under uncertainty. By doing this we lay the foundations for a prescriptive account of rational belief, namely one that realistic agents, as opposed to idealised ones, can feasibly act upon.
Rational Beliefs Real Agents Can Have : A Logical Point of View / M. D'Agostino, T. Flaminio, H. Hosni (PROCEEDINGS OF MACHINE LEARNING RESEARCH). - In: Imperfect Decision Makers: Admitting Real-World Rationality / [a cura di] T. V. Guy, M. Kárný, D. Rios-Insua, D. H. Wolpert. - Prima edizione. - [s.l] : PMLR, 2016. - pp. 97-109 (( convegno Imperfect Decision Makers tenutosi a Barcelona nel 2016.
Rational Beliefs Real Agents Can Have : A Logical Point of View
M. D'Agostino;H. Hosni
2016
Abstract
The purpose of this note is to outline a framework for uncertain reasoning which drops unrealistic assumptions about the agents’ inferential capabilities. To do so, we envisage a pivotal role for the recent research programme of depth-bounded Boolean logics (D’Agostino et al., 2013). We suggest that this can be fruitfully extended to the representation of rational belief under uncertainty. By doing this we lay the foundations for a prescriptive account of rational belief, namely one that realistic agents, as opposed to idealised ones, can feasibly act upon.File | Dimensione | Formato | |
---|---|---|---|
d-agostino17a.pdf
accesso riservato
Descrizione: Articolo principale
Tipologia:
Publisher's version/PDF
Dimensione
289.08 kB
Formato
Adobe PDF
|
289.08 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.