1 / 29

Basics of Game Theory

Basics of Game Theory. Recap. Decision Theory vs. Game Theory Rationality Completeness Transitivity What ’ s in a game? Players Actions Outcomes Preferences Beliefs Constraints. Defining a Game. Are moves simultaneous or sequential? Normal /strategic form

gbecky
Download Presentation

Basics of Game Theory

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript


  1. Basics of Game Theory

  2. Recap • Decision Theory vs. Game Theory • Rationality • Completeness • Transitivity • What’s in a game? • Players • Actions • Outcomes • Preferences • Beliefs • Constraints

  3. Defining a Game Are moves simultaneous or sequential? • Normal/strategic form • Extensive form or game tree

  4. Normal Form Game • Normal (Strategic) Form • More general than extensive form • Less information that extensive form game • All finite extensive form games can be transformed into normal form games • Reduces each player’s choice to the selection of a complete plan (strategy) for playing the game

  5. Elements of Normal Form • Players • Strategies for each players • Strategy: complete plan of action for entire game that includes assignment of one move to each of i’s information sets • n-dimensional array of players’ pure strategies • Players’ payoffs given all players’ strategies

  6. Normal Form

  7. Dominance • A strategy S1strictly dominates another strategy S2 for Player 1 iff M1(S1;sj) > M1(S2;sj) for all sj. • A strategy S1weakly dominates another strategy S2 for Player 1 iff M1(S1;sj) ≥ M1(S2;sj) for all sj and M1(S1;sj) > M1(S2;sj) for some sj.

  8. Dominance (in English) • A strategy, K, strictly dominates another strategy, L, for Player 1 iff the payoff from playing K is greater than the payoff from playing L for all strategies of Player 2. • A strategy, K, weakly dominates another strategy, L, for Player 1 iff the payoff from playing K is at least equal to the payoff from playing L for all strategies of Player 2 and greater than the payoff from playing L for some strategy of Player 2.

  9. Exercises

  10. Prisoner’s Dilemma

  11. Prisoner’s Dilemma: OPEC--Organization of the Petroleum Exporting Countries • Suppose Iran and Iraq choose whether to produce 2 mil barrels/day OR 4 mil barrels/day • Market price/barrel is • $25/barrel if total output=4 mil barrels • $15/barrel if total output=6 mil barrels • $10/barrel if total output=8 mil barrels • Extraction costs • Iran $2 mil/barrel • Iraq $4 mil/barrel • Profits U = output(price – cost)

  12. IRAN-IRAQ oil cartel

  13. Arms Race • Rank four outcomes • Both freeze (3,3) • Both arm (2,2) • 1 freezes, 2 arms (1,4) • 2 freezes, 1 arms (4,1)

  14. Chicken Game • Outcomes • Both swerve (3,3) • Both Straight (1,1) • C1 swerves, C2 straight (2,4) • C1 straight, C2 swerves (4,2) • Example • Cuban Missile Crisis

  15. Chicken key points • The game of chicken has no dominant strategy • If P2 goes straight, P1 would rather swerve. If P2 swerves, P1 would rather go straight • Main objective: If P1 wants to “win,” she must convince P2 that she is going to go straight. But P2 will also be trying to convince P1 that he will go straight • How can P1 convince P2 that she is going to go straight?

  16. Tiger by the Tail Game • Preferences • Boy most prefers to let go and not get bitten and least prefers to let go and get bitten. • Tiger most prefers that the boy lets go and so he can bite the boy. He least prefers the boy holding on forever. • Example • Foreign aid

  17. Tiger by the tail: key points • Bite is always a dominant strategy for the tiger if it receives a move. • Because tiger cannot commit NOT to bite, the boy will never let go and the tiger gets its worst outcome. • A credible commitment NOT to bite would make both the tiger and the boy better off. • How can the tiger commit NOT to bite? • To consider commitments, we need to understand sequential moves and extensive form games.

  18. Sequential moves -- Extensive Form • Whose choice (move) is it at any particular point in time? • What alternative actions are available to each person at any particular move? • What does each player know about other players’ prior choices? • What are the alternative states of nature and their likelihood? • What are each player’s preferences (utilities) over outcomes?

  19. Elements of Extensive Form • Game tree: representation of extensive form • Nodes: decision and terminal • Branches: extend from each node representing alternatives • Chance: nature makes each choice by chance from a specified lottery over the alternative states • Information sets: represents what players know at decision nodes • Set of outcomes • Set of utility functions • Common knowledge: each player knows and expects the other players to know all details of the situation that the game presents (each players knows that the others know that he knows the tree, and so forth)

  20. Game Tree

  21. Solution: Backward Induction • Looking forward in time and reasoning backward to determine the optimal move sequence.

  22. PD Sequential Game Extensive Form (3,3) (1,4) (4,1) (2,2) C P2 C D P1 C D P2 D

  23. Backwards Induction (3,3) (1,4) (4,1) (2,2) C P2 C D P1 C D P2 D

  24. Some important points • Because actors are strategic, they do not always try to obtain their most preferred outcome. Rather, they try to obtain the most preferred outcome they believe is possible • In order for a conflict to be resolved peacefully two things must occur: • A settlement must be found that all actors prefer to fighting • A way must be found to make the agreements self-enforcing

  25. Information • Perfect Information: if all information sets are singletons (know the history of the game) • Complete information: if all players’ payoffs are known to all players

  26. Game with imperfect information

  27. PD Simultaneous Move Game Extensive Form (3,3) (1,4) (4,1) (2,2) C P2 C D P1 C D P2 D

  28. Chicken Sequential Game Extensive Form (3,3) (2,4) (4,2) (1,1) Swerve P2 Swerve Straight P1 Swerve Straight P2 Straight

  29. Chicken Sequential Game Extensive Form (3,3) (2,4) (4,2) (1,1) Swerve P2 Swerve Straight P1 Swerve Straight P2 Straight

More Related