Philosophy 321: Probability and Decision
University of British Columbia
Department of Philosophy
Fall 2001
MWF 11:00 - 12:00, Buchanan B313
Paul Bartha Buchanan E358 822-2621 bartha@interchange.ubc.ca MW12:00 or by appointment
Description: There are two well-developed philosophical theories that try to characterize what it means to make choices rationally. One is Decision Theory, which considers the position of one agent choosing between several alternatives, with varying levels of information about factors that might influence the resulting outcomes. The other is Game Theory, which provides techniques for analyzing interactions between several agents.
The course will focus on explaining the two theories and related concepts (such as probability). We will also explore paradoxical situations (such as Newcombs problem and the Prisoners Dilemma) where the theories appear to clash with ordinary intuitions about rationality.
Both theories have a wide range of applications, including business strategies, ethical and political choices, and the confirmation/disconfirmation of scientific theories. We will consider such applications throughout the course, with emphasis on social applications of game theory, concluding with a discussion of Skyrms book, Evolution of the Social Contract.
Texts:
[C] Choices: An Introduction to Decision Theory, M.D. Resnik (University of Minnesota, 1991). Available in bookstore.
[SC] Evolution of the Social Contract, B. Skyrms (Cambridge University Press, 1996). Available in bookstore and on reserve at Koerner.
[X] Extra photocopied materials (course packet).
Requirements: The final grade will be based upon the following scheme:
Weight
Three problem sets (5% each) 15%
Mid-term test 20%
Term Paper (2000-2500 words/8-10 pages due Dec. 3) 30%
Final exam (exam period) 35%
Pre-requisites: There are no pre-requisites; however, students who take this course should feel comfortable with technical work. I recommend having taken Phil 120 (Critical Thinking), Phil 220 (Logic), or introductory courses in mathematics, computer science or economics. Please speak to me if you have any concerns about this aspect of the course.
Web page: All hand-outs will be posted to the course web page, http://www.philosophy.ubc.ca/faculty/bartha/p321f01.htm.
Tentative Lecture and Assignment Schedule
Week Topics and Readings Assignments
Sept. 3
Basic Concepts of
Decision Theory
Read [X] 1 by
[C] 1
Sept. 30
Sept. 10 Basics (cont.)
and Decisions Under Ignorance
[C] 2
Sept. 17 Decisions
under Risk: Probability and Bayesian Inference
[C] 3-1, 3-2
Sept. 24
Interpretations of Probability; Utility
[C] 3-3, 4-1
Oct. 1
Paradoxes of utility theory; Newcomb's problem
Assig. 1 due Oct. 1
[C] 4-2, 4-4 - 4-6, [X] 6 (Nozick)
Oct. 8
Newcomb's problem (continued)
**No class Oct. 8
[X] 6 (Nozick), 7 (Gibbard and Harper), 9 (Eells)
Oct. 15 Game Theory:
Dominance and Equilibrium Strategies Mid-term test: Oct. 19
[C] 5-1 - 5-3
Oct. 22 Mixed
strategies
[C] 5-3, 5-3a-d, 5-5 (only pages 157-159)
Oct. 29 Prisoner's
Dilemma and Failures of Equilibrium
Assig. 2 due Oct. 29
[C] 5-4, 5-4a-e. [X] 2 (Davis)
Nov. 5 Prisoner's
Dilemma (continued)
[X] 4 (Gauthier), 14 (Lewis), 15 (Davis), 16 (Sobel)
Nov. 12 Evolutionary Game
Theory
**No class Nov. 12
[X] 18 (Sobel), 20 (Hardin); [SC] 1
Nov. 19 Evolution of
the Social Contract
[SC] 2, 3
Nov. 26 Evolution of
the Social Contract
Assig. 3 due Nov. 26
[SC] 4, 5
Note: Some readings may be omitted; the schedule may be revised as the course progresses.