Nobel prize winner Danny Kahneman cited Gary Marcus (see the recent #AIdebate) and the need for hybrid models in science/AI (including reasoning and logic, in addition to learning), when referring to his systems 1 and 2 (see Thinking Fast and Slow). Neural-symbolic computing is a foundation for this line of research. #AAAI2020 congratulations to Francesca Rossi for the panel with Kahneman and the Turing Award winners. https://link.springer.com/book/10.1007/978-3-540-73246-4
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Neural-Symbolic Cognitive Reasoning
Humans are often extraordinary at performing practical reasoning. There are cases where the human computer, slow as it is, is faster than any artificial intelligence system. Are we faster because of the way we perceive knowledge as opposed to the way we represent…