Title | ||
---|---|---|
Fusing Symbolic and Decision-Theoretic Problem Solving + Perception in a Graphical Cognitive Architecture. |
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. |
Year | Venue | Keywords |
---|---|---|
2011 | BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 2011 | cognitive architecture,decision making,graphical models,perception,CRF,SLAM,POMDP |
Field | DocType | Volume |
Architecture,Computer science,Artificial intelligence,Graphical model,Cognition,Cognitive architecture,Perception,Coupling (computer programming) | Conference | 233 |
ISSN | Citations | PageRank |
0922-6389 | 6 | 0.60 |
References | Authors | |
6 | 7 |
Name | Order | Citations | PageRank |
---|---|---|---|
Jun-Da Chen | 1 | 60 | 11.75 |
Abram Demski | 2 | 15 | 4.06 |
Teawon Han | 3 | 7 | 1.02 |
Louis-Philippe Morency | 4 | 3220 | 200.79 |
David V. Pynadath | 5 | 1556 | 130.56 |
Nicole Rafidi | 6 | 6 | 0.60 |
Paul S. Rosenbloom | 7 | 1416 | 284.53 |