Game Theory

Beschreibung

Lecture 2-4
Linnéa Ekberg
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Zusammenfassung der Ressource

Game Theory
  1. Defintions
    1. Social situations
      1. Players
        1. Strategies

          Anmerkungen:

          • Complete plan of action
          1. Outcomes

            Anmerkungen:

            • Can be many things. Monetary, material, immaterial...
          2. Games
            1. Players
              1. Strategies
                1. Outcomes for each strategy profile
                  1. Utility function for each player
                    1. Captures preferences

                      Anmerkungen:

                      • The preferences of another person creates an uncertainty for me. I don't know what they will do in the game. If I know their preferences, I know what they are likely to do
                      1. Risk-neutral selfish materialist

                        Anmerkungen:

                        • Risk-neutral implies a linear function. There are no diminishing returns to the utility of money
                        1. u(i) = m(i)
                        2. Risk-neutral egalitarian
                          1. u(i) = min {m(j)}

                            Anmerkungen:

                            • Prefers to minimise inequality, so my utility equals the outcome of the person who gets the least
                          2. Altruistic
                            1. u(i) = m(i) + γ m(j)

                              Anmerkungen:

                              • Assign some weight to the outcome of the other person
                    2. Matrices
                      1. Outcome matrices

                        Anmerkungen:

                        • With outcomes expressed in terms other than utility, we can never know which strategy is dominant for a player. The highest monetary value may not yield the highest utility because of selfless preferences and so is not the dominant strategy
                        • Row player: Rowena (first values) Column player: Colin (second values)
                        1. Conditionally cooperative

                          Anmerkungen:

                          • A normal argument against Rowena choosing T instead of B. If Colin chooses R, she would only lose 1 (from 1 in B to 0 in T), whereas Colin would earn 2. Conditionally cooperative means that she is unwilling to help someone who wouldn't help her back
                          1. Differences between countries

                            Anmerkungen:

                            • Is this related to why some countries are richer than others? Are they better at changing the situation so they end up in 2.2? Do they have more efficient contracts? Does the culture promote cooperation?
                        2. Utility matrices

                          Anmerkungen:

                          • There is a dominant strategy when the preferences are known. Players will always choose the highest utility
                          1. Notation
                            1. Nash equilibrium

                              Anmerkungen:

                              • Each player's strategy is a best reply to he opponent's strategies
                              1. Pure strategy equilibria

                                Anmerkungen:

                                • All players pick a pure strategy
                                1. Mixed strategy equilibria

                                  Anmerkungen:

                                  • At least one player chooses several pure strategies with positive probability
                                  • If you don't want to deviate in pure strategy, you TYPICALLY don't want to deviate in mixed
                                  1. Theorem: All games with a finite number of pure strategies have at least one equilibrium
                                    1. u(T) = PL*1 + (1-PL)*0 = u(B) = PL*0 + (1-PL)*2
                                  2. Equilibrium vs efficiency

                                    Anmerkungen:

                                    • Equilibrium is on (1,1). This is far below the Pareto frontier
                                    1. Outer line: Pareto frontier

                                      Anmerkungen:

                                      • Possible to improve without making other person worse off
                                    2. Interpretations
                                      1. Outcome of rational deliberations

                                        Anmerkungen:

                                        • How rational is it to assume that everyone else is rational?
                                        1. Rest point of learning dynamics or evolutionary selection
                                          1. Self-enforcing agreement

                                            Anmerkungen:

                                            • A player who believes that other players will stick to an agreement of the Nash equilibrium will not herself violate the agreement
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