Lecture 5- Game theory Flashcards
What is Game Theory?
A technique used to study interactive decision making where the outcome of each player depends on the actions of all other players in the game
What are the three basic elements of a game?
- The players, 2. The rules of the game/strategies, 3. The available payoffs
What is a game of perfect information?
A game where when any player makes a move, they know all the prior choices made by the other players
What is a game of imperfect information?
A game where when a player reaches a decision point, they don’t know all the choices of the other players who preceded them
What is a zero-sum game?
A game where the gains of one player equal the losses of other players, making the sum of payoffs always equal to zero
What is a non-cooperative game?
A game where players must make strategy choices in isolation without consulting other players, with no possibility of formal binding cooperation
What is a dominant strategy?
A strategy that is best for a player no matter what strategy the other player uses
What is a Nash equilibrium?
A state where no player wishes to change their behavior given the behavior of other players - each player’s choice is optimal given the other players’ choices
What are the three problems with Nash equilibrium?
- A game may have multiple Nash equilibria, 2. Some games have no Nash equilibrium, 3. Nash equilibrium may not lead to Pareto-optimal choices
What is a credible threat?
A threat that a player would actually carry out if the game progressed to that point, making it rational and believable
What is a non-credible threat?
A threat that a player would not actually carry out if the game reached that point, making it irrational and unbelievable
What is a sub-game perfect equilibrium?
A set of strategies where the actions prescribed for players in any sub-game constitute Nash equilibrium for that sub-game
What is backward induction?
A process of solving a game by starting at its end and working backward to figure out what each player will do along the way
What is the Prisoner’s Dilemma?
A game showing how individual rational choices can lead to collectively sub-optimal outcomes, where two prisoners must decide whether to confess or remain silent
Why is cooperation difficult in the Prisoner’s Dilemma?
Because cooperation is individually irrational - each prisoner has a dominant strategy to confess regardless of what the other does