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Game Theory, Decision-making for rational players., Strategic decision…
Game Theory
Definition & Purpose
Conflict & Cooperation Models
Understanding interactions between agents.
Optimizing Agent Performance
Interactive Decision Theory
Types of Games
Zero-Sum Games
Nash Equilibrium
Mixed Strategy Equilibria
Game Strategies
Minimax Algorithm
Pareto Optimality
Evolutionary Stable Strategy (ESS)
Strategy that remains dominant over time.
Risk Aversion & Uncertain Payoffs
Web Links
https://www.larksuite.com/en_us/topics/ai-glossary/game-theory
https://www.aimasterclass.com/glossary/game-theory-in-ai
https://primo.ai/index.php?title=Game_Theory
Contexts & Applications
Computer Science & AI
Biology & Evolution
Psychology & Rationality
Economics & Politics
Key Concepts
Players & Actions
Payoff Function
Strategic Form (Matrix)
Extensive Form (Tree)
Mathematical Models
Tree Representation
Matrix Representation
Normal form games with simultaneous moves.
Players Information Payoff Action (PAPI)
Key structure used in modeling.
Famous Game Theory Problems
Battle of the Sexes
Stag Hunt
Mutual Assured Destruction (MAD)
Hawk-Dove Game
Prisoner's Dilemma
Monty Hall Problem
Decision-making for rational players.
Strategic decision-making in competitive situations.
How nations and markets strategize.
Studying human behavior and decision-making.
Algorithms for competitive gaming and network routing.
Evolutionary stable strategies in species survival.
Decision-makers choosing strategies.
Utility values assigned to each possible action.
Representing game choices in a table.
Tracking sequential moves and turn-taking strategies.
One player's gain equals another's loss (e.g., Rock-Paper-Scissors).
Best all-around strategy where players have no incentive to change.
Balancing risk and reward over multiple possible actions.
Strategy to minimize possible loss while maximizing gain.
Solutions where one player benefits without harming another.
How players handle unpredictability
Extensive form games with turn-based strategies.
