Maxmin and Minmax Strategies in Two-Player Games

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Questions and Answers

What do maxmin and minmax strategies represent in a zero-sum game?

  • Equalizing the payoffs between two players
  • Ensuring one player always wins regardless of the other's choice
  • Minimizing the worst-case outcome for oneself and the opponent (correct)
  • Maximizing the best outcome for both players

In a Nash equilibrium of a zero-sum game, what value do players receive?

  • A value that differs for each player
  • Payoffs that reflect both their maxmin and minmax values (correct)
  • A predetermined payoff based on historical data
  • The average of both players' best outcomes

What graphical representation is used to illustrate equilibrium in a zero-sum game like matching pennies?

  • A three-dimensional payoff structure (correct)
  • A pie chart showing player strategies
  • A linear graph of player scores
  • A scatter plot of possible outcomes

What is the significance of the saddle point in the context of a Nash equilibrium?

<p>It represents a stable strategy profile after randomization (B)</p> Signup and view all the answers

How can one directly find the Nash equilibrium in a 2 by 2 zero-sum game?

<p>Applying the maxmin definition of strategies (C)</p> Signup and view all the answers

What characterizes a maxmin strategy in a two-player game?

<p>It maximizes the player's payoff while assuming the opponent aims to optimize their own payoff. (D)</p> Signup and view all the answers

In the context of maxmin strategies, what is meant by the 'maxmin value'?

<p>The worst-case guaranteed payoff resulting from the maxmin strategy. (B)</p> Signup and view all the answers

How does a minmax strategy relate to the goals of player i?

<p>It minimizes the maximum possible payoff of the opponent, anticipating their attempts to win. (A)</p> Signup and view all the answers

What is a plausible reason for employing a maxmin strategy?

<p>Considering the possibility that the opponent may act irrationally or make mistakes. (C)</p> Signup and view all the answers

What differentiates a zero sum game from other types of games?

<p>Any gain by one player results in an equivalent loss for the other player, creating a consistent balance. (C)</p> Signup and view all the answers

What happens when the kicker chooses to kick to the left and the goalie also jumps left?

<p>The goalie stops the shot with a probability of 0.4. (A), The goalie has a higher chance of stopping the shot than if he jumped right. (D)</p> Signup and view all the answers

How does the kicker maximize his minimum payoff according to the given strategies?

<p>By employing a mixed strategy in selecting left and right kicks with defined probabilities. (D)</p> Signup and view all the answers

What does the value of the game represent in the context of the penalty kick scenario?

<p>The payoffs to both the kicker and goalie determined by their strategies. (D)</p> Signup and view all the answers

If the goalie jumps incorrectly when the kicker kicks to the right, what is the stated probability of stopping the kick?

<p>0.2 (C)</p> Signup and view all the answers

What strategy must player 2 (the goalie) consider when player 1 (the kicker) executes his chosen strategy?

<p>To minimize the kicker's payoff as he plays his strategy. (A)</p> Signup and view all the answers

Flashcards

Maxmin Strategy

A strategy that maximizes a player's minimum possible payoff, assuming the opponent is trying to minimize their payoff.

Maxmin Value

The guaranteed minimum payoff that a player can achieve using their maxmin strategy.

Minmax Strategy

A strategy aiming to minimize an opponent's maximum possible payoff, assuming the opponent is trying to maximize their own payoff.

Minmax Value

The value to player one when they are playing their minmax strategy.

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Zero-Sum Game

A game where one player's gain is equivalent to another player's loss. The sum of the payoffs is always zero.

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Nash Equilibrium in Zero-Sum Games

A state in a game where neither player has an incentive to change their strategy, given the other player's strategy. In zero-sum games, the Nash Equilibrium occurs when the maxmin and minmax strategies coincide.

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Value of the Game

The common payoff value in a zero-sum game that represents the balance point between maxmin and minmax strategies.

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Saddle Point in Zero-Sum Game

A graphical representation of a zero-sum game where the strategy space of each player is plotted against the payoff to one player. The Nash Equilibrium appears as a saddle point, representing the stable point where both players have no incentive to deviate.

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Mixed strategy

The player's choice of actions in a game, represented by a probability distribution over their available strategies.

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Minimum payoff

The worst possible outcome a player can expect, given the opponent's best response to their strategy.

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Study Notes

Maxmin and Minmax Strategies

  • Maxmin strategy: A player's strategy maximizing their payoff, assuming the other player is trying to minimize it.
  • Maxmin value: The guaranteed payoff from following a maxmin strategy.
  • Minmax strategy: A strategy that minimizes the opponent's maximum possible payoff.
  • Minmax value: The value from following a minmax strategy.

Zero-Sum Games

  • Zero-sum games: Games where one player's gain is exactly the other's loss.
  • Maxmin and minmax strategies are crucial in zero-sum games.
  • Payoffs in Nash Equilibrium are the same as both maxmin and minmax values
  • Nash equilibrium: A situation where no player can improve their payoff by unilaterally changing their strategy. In zero-sum games, maxmin and minmax strategies are the same.

Two-Player Games

  • Focus on two-player games in the context of maxmin/minmax strategies.
  • Strategies can be expressed graphically in three-dimensional space.
  • Saddle points are stable equilibrium points in a game where maxmin and minmax strategies are identical.

Penalty Kick Game

  • Example of a zero-sum game: A penalty kicker vs. a goalie
  • Strategies include kicking left/right and jumping left/right
  • Payoffs are probabilities of scoring based on player actions and goalie's reactions
  • Identifying the maxmin strategy for the kicker and minmax strategy for the goalie.
  • Equilibrium Strategies involve randomization between kicking left/right are identified.

Computing Nash Equilibrium

  • Linear programming is used to determine equilibrium strategies (Nash equilibrium).
  • The process involves formulating a linear program that captures the game to find strategies to maximize/minimize outcomes.

Other Relevant Information

  • Maxmin strategy focuses on worst-case scenarios for the player using this strategy.
  • The minmax value is the amount that the opponent will lose.
  • Calculation methods are presented (derivatives, rearranging equations).

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