Introduction to Symbol Grounding

Описание: This talk introduces the symbol grounding problem (SGP) and discusses major results rooted in the philosophy literature from 1990 to present.

00:00:00 Introduction
00:14:24 Connecting symbols to specific domains
00:14:45 The Chinese Room Argument (CRA)
00:20:25 The Zero Semantical Commitment Condition
00:25:24 The Representationalist Approach
00:42:37 The Semi-Representationalist Approach
01:00:18 The Non-Representationalist Approach
01:08:32 The Praxical Solution to SGP
01:12:00 Closing remarks

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The Neuro Symbolic Channel provides the tutorials, courses, and research results on one of the most exciting areas in artificial intelligence and machine learning. With content originally from the AI course taught at Arizona State University, this channel brings you the latest at the intersection of symbolic methods (e.g., logic programming) and deep learning. Learn about the latest algorithms, Python packages, and progress toward larger goals such as artificial general intelligence (AGI).