Agents in the long game of AI : computational cognitive modeling for trustworthy, hybrid AI

Agents in the long game of AI computational cognitive modeling for trustworthy, hybrid AI

"An argument if favor of hybrid AI systems over purely ML ones to increase machine transparency and human trust"--

Detalles Bibliográficos
Otros Autores: McShane, Marjorie Joan, 1967- author (author), Nirenburg, Sergei, author, English, Jesse, author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cambridge, Massachusetts : The MIT Press [2024]
Edición:1st ed
Materias:
Artificial intelligence.
Natural language processing (Computer science)
Computational linguistics.
COMPUTERS / Artificial Intelligence / General
COMPUTERS / Data Science / Machine Learning
COMPUTERS / Computer Science
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009863837706719
Tabla de Contenidos:
  • Setting the stage
  • Content-centric cognitive modeling
  • Knowledge bases
  • Language understanding and generation
  • The trajectory of microtheory development : the example of coreference
  • Dialog as perception, reasoning, and action
  • Learning
  • Explanation
  • Knowledge acquisition
  • Disrupting the dominant paradigm.

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