Fusing symbolic and decision-theoretic problem solving + perception in a graphical cognitive architecture (bibtex)
by Chen, Junda, Demski, Abram, Han, Teawon, Morency, Louis-Philippe, Pynadath, David V., Rafidi, Nicole and Rosenbloom, Paul
Abstract:
A step is taken towards fusing symbolic and decision-theoretic problem solving in a cognitive architecture by implementing the latter in an architecture within which the former has already been demonstrated. The graphical models upon which the architecture is based enable a uniform implementation of both varieties of problem solving. They also enable a uniform combination with forms of decision-relevant perception, highlighting a potential path towards a tight coupling between central cognition and peripheral perception.
Reference:
Fusing symbolic and decision-theoretic problem solving + perception in a graphical cognitive architecture (Chen, Junda, Demski, Abram, Han, Teawon, Morency, Louis-Philippe, Pynadath, David V., Rafidi, Nicole and Rosenbloom, Paul), In Proceedings of the 2nd International Conference on Biologically Inspired Cognitive Architecture (BICA), 2011.
Bibtex Entry:
@inproceedings{chen_fusing_2011,
	address = {Arlington, VA},
	title = {Fusing symbolic and decision-theoretic problem solving + perception in a graphical cognitive architecture},
	url = {http://ict.usc.edu/pubs/Fusing%20symbolic%20and%20decision-theoretic%20problem%20solving%20+%20perception%20in%20a%20graphical%20cognitive%20architecture.pdf},
	abstract = {A step is taken towards fusing symbolic and decision-theoretic problem solving in a cognitive architecture by implementing the latter in an architecture within which the former has already been demonstrated. The graphical models upon which the architecture is based enable a uniform implementation of both varieties of problem solving. They also enable a uniform combination with forms of decision-relevant perception, highlighting a potential path towards a tight coupling between central cognition and peripheral perception.},
	booktitle = {Proceedings of the 2nd {International} {Conference} on {Biologically} {Inspired} {Cognitive} {Architecture} ({BICA})},
	author = {Chen, Junda and Demski, Abram and Han, Teawon and Morency, Louis-Philippe and Pynadath, David V. and Rafidi, Nicole and Rosenbloom, Paul},
	month = nov,
	year = {2011},
	keywords = {CogArch, Cognitive Architecture, Social Simulation, Virtual Humans}
}
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