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Grzegorz Skorupa

Grounding of Modal Conditionals in Agent Systems


How to make a computer utter conditionals, so that humans can understand them intuitively
2014. 148 S. 220 mm
Verlag/Jahr: WYDAWNICTWO BEZKRESY WIEDZY 2014
ISBN: 3-639-89169-4 (3639891694)
Neue ISBN: 978-3-639-89169-0 (9783639891690)

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The book considers the grounding problem for natural language sentences in form of modal conditionals. The modality is encoded in a form of the three modal operators of: possibility, belief and knowledge. It is assumed the meaning of conditionals should be anchored in the subjective and incomplete knowledge of the speaker (the cognitive agent). According to this assumption an original model realizing the grounding of conditionals is presented. Conventional semantics are defined for various formulas representing different modal conditionals are defined within the model. The semantics include subjective knowledge state of the agent, who is the message source. The semantics are defined according to an intuitive understanding of the natural language conditional sentence. A model for grounding of the conditionals is proposed. This model is later is verified against the previously outlined common-sense constraints. This allows to formulate a theory for grounding of the modal conditionals. The theory consists of a set of analytically proven theorems. Those theorems prove that it is possible to design an artificial agent that shall be able to extract consistent message sets.
Grzegorz Skorupa was awarded with PhD at Wroclaw University of Technology in 2014. From 2013 he is working at SMT Software as a Software Analyst. He published over 15 scientific papers, mostly on the language grounding problem. His interests also cover multi-agent systems, computational collective intelligence and natural language processing.