Tag Archives: features

LM101-074: How to Represent Knowledge using Logical Rules (remix)

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LM101-074: How to Represent Knowledge using Logical Rules (remix) Episode Summary: In this episode we will learn how to use “rules” to represent knowledge. We discuss how this works in practice and we explain how these ideas are implemented in a special architecture called the production system. The challenges of representing knowledge using rules are also discussed. Specifically,… Read More »

LM101-073: How to Build a Machine that Learns Checkers (remix)

Robot holding checkerboard.

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 LM101-073: How to Build a Machine that Learns Checkers (remix) Episode Summary: This is a remix of the original second episode Learning Machines 101 which describes in a little more detail how the computer program that Arthur Samuel developed in 1959 learned to play checkers by itself without human intervention using a mixture of classical artificial intelligence search… Read More »

LM101-003: How to Represent Knowledge using Logical Rules

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Episode Summary: In this episode we will learn how to use “rules” to represent knowledge. We discuss how this works in practice and we explain how these ideas are implemented in a special architecture called the production system. The challenges of representing knowledge using rules are also discussed. Specifically, these challenges include: issues of feature representation, having an… Read More »