A Simple Framework for Cognitive Planning

Jorge Luis Fernandez Davila, Dominique Longin, Emiliano Lorini, Frédéric Maris

AAAI 2021 pp. 6331-6339

doi:10.1609/AAAI.V35I7.16786 /aaai/2021/davila2021aaai-simple/

Abstract

We present a novel approach to cognitive planning, i.e., an agent's planning aimed at changing the cognitive attitudes of another agent including her beliefs and intentions. We encode the cognitive planning problem in an epistemic logic with a semantics exploiting belief bases. We study a NP-fragment of the logic whose satisfiability problem is reduced to SAT. We provide complexity results for the cognitive planning problem. Moreover, we illustrate its potential for applications in human-machine interaction in which an artificial agent is expected to interact with a human agent through dialogue and to persuade the human to behave in a certain way.

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Text

Davila et al. "A Simple Framework for Cognitive Planning." AAAI Conference on Artificial Intelligence, 2021. doi:10.1609/AAAI.V35I7.16786

Markdown

[Davila et al. "A Simple Framework for Cognitive Planning." AAAI Conference on Artificial Intelligence, 2021.](https://mlanthology.org/aaai/2021/davila2021aaai-simple/) doi:10.1609/AAAI.V35I7.16786

BibTeX

@inproceedings{davila2021aaai-simple,
  title     = {{A Simple Framework for Cognitive Planning}},
  author    = {Davila, Jorge Luis Fernandez and Longin, Dominique and Lorini, Emiliano and Maris, Frédéric},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2021},
  pages     = {6331-6339},
  doi       = {10.1609/AAAI.V35I7.16786},
  url       = {https://mlanthology.org/aaai/2021/davila2021aaai-simple/}
}