PHIL 417 - Logic and Artificial Intelligence
Winter 2021, Section 001
Instruction Mode: Section 001 is  Online (see other Sections below)
Subject: Philosophy (PHIL)
Department: LSA Philosophy
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Details

Credits:
3
Waitlist Capacity:
99
Waitlist Notes:
phil-ug-coord@umich.edu
Advisory Prerequisites:
PHIL 414 or permission of instructor.
Repeatability:
May not be repeated for credit.
Primary Instructor:

Description

This course will be about the problem of induction. That is, we will be interested in the problem of detecting patterns in data and extrapolating them to new data sets. We will consider two praradigms of learning: learning in the limit and probably approximately correct (PAC) learning. In both cases, we will be interested in limitative results that establish senses in which a universal learning algorithm is impossible. We will also be interested in the sorts of substantive assumptions about the world that are implicit in various non-universal but successful learning algorithms.

Course Requirements:

Several problem sets and a short paper.

Intended Audience:

The course will be aimed at students who have some background in logic, computer science, or statistics.

Class Format:

The class will meet synchronously online.

Schedule

PHIL 417 - Logic and Artificial Intelligence
Schedule Listing
001 (LEC)
 Online
34378
Open
10
 
-
MW 4:00PM - 5:30PM

Textbooks/Other Materials

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Syllabi

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