Goal reasoning has been attracting much attention in AI recently. Here, we consider how an agent changes its goals as a result of interaction with humans and peers. In particular, we draw upon a model developed in Behavioral Science, the Elementary Pragmatic Model (EPM). We show how the EPM principles can be incorporated into a sophisticated theory of goal change based on the Situation Calculus. The resulting logical theory supports agents with a wide variety of relational styles, including some that we may consider irrational or creative. This lays the foundations for building autonomous agents that interact with humans in a rich and realistic way, as required by advanced Human-AI collaboration applications.
Goal Formation through Interaction in the Situation Calculus: A Formal Account Grounded in Behavioral Science / DE GIACOMO, Giuseppe; Lesperance, Yves. - (2020), pp. 294-302. (Intervento presentato al convegno International Joint Conference on Autonomous Agents and Multiagent Systems (previously the International Conference on Multiagent Systems, ICMAS, changed in 2000) tenutosi a Auckland, New Zealand) [10.5555/3398761.3398800].
Goal Formation through Interaction in the Situation Calculus: A Formal Account Grounded in Behavioral Science
Giuseppe De Giacomo
Primo
Membro del Collaboration Group
;
2020
Abstract
Goal reasoning has been attracting much attention in AI recently. Here, we consider how an agent changes its goals as a result of interaction with humans and peers. In particular, we draw upon a model developed in Behavioral Science, the Elementary Pragmatic Model (EPM). We show how the EPM principles can be incorporated into a sophisticated theory of goal change based on the Situation Calculus. The resulting logical theory supports agents with a wide variety of relational styles, including some that we may consider irrational or creative. This lays the foundations for building autonomous agents that interact with humans in a rich and realistic way, as required by advanced Human-AI collaboration applications.| File | Dimensione | Formato | |
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DeGiacomo_postprint_Goa_2020.pdf
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Note: https://dl.acm.org/doi/abs/10.5555/3398761.3398800
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