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Lecture
Introduction to Game Theory
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Related lectures (32)
Safe Learning for Autonomous Systems
Explores challenges in control, safety, and coordination for autonomous systems like autonomous cars, focusing on safe learning and Nash equilibria.
Equilibrium State Prices Determination
Explains the determination of equilibrium state prices in asset pricing through consumption market clearing and budget constraints.
Beyond equilibrium: A dynamical systems approach to learning in games
Delves into learning dynamics in games, exploring chaos, limit cycles, and the interplay between convergence and chaos.
Game Theory: Stackelberg and Backward Induction
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Discusses Stackelberg games and backward induction, illustrating game theory concepts through examples and applications in real-world scenarios.
Potential Games: Best-Response Dynamics and Equilibria
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Covers potential games, their properties, and the convergence of best-response dynamics to Nash equilibria.
Static Games: Introduction to Game Theory Concepts
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Covers the basics of static games and introduces key game theory concepts, including the Prisoner's Dilemma and Nash Equilibrium.
Markov Games: Concepts and Applications in Reinforcement Learning
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Covers Markov games, their dynamics, equilibria, and applications in reinforcement learning.
Zero-Sum Games: Concepts and Applications
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Covers zero-sum games, focusing on Nash equilibria, security strategies, and their applications in various scenarios.
Multistage Games: Extensive Form and Feedback Strategies
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Explores multistage games, focusing on extensive form and feedback strategies, including Nash equilibria and backward induction methods.
Game Theory Applications: Project Proposals and Examples
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Provides guidance on project proposals in game theory, showcasing past examples and emphasizing problem formulation and mathematical modeling.
Game Theory: Learning in Finite Action Games
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Covers learning dynamics in finite action games and explores various types of equilibria, including correlated and coarse correlated equilibria.
Game Theory: Decision Making in Interdependent Environments
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Explores game theory, decision-making in interdependent environments, equilibrium concepts, and economic applications in management.
Real World Games: Negotiation Strategies
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Delves into real-world games, negotiation strategies, and optimal agreements beyond Nash equilibrium.
Convex Games: Applications and Equilibria
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Covers convex games, their equilibria, and applications in various fields such as traffic and electricity markets.
Imperfect Competition: Cartels and Oligopoly
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Explores imperfect competition, cartels, and oligopoly dynamics in markets, analyzing pricing strategies and market outcomes.
Dynamic Games: Theory and Applications
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Covers dynamic games, focusing on their structure, applications, and the transition from tree to loop models.
Dynamic Games: Backward Induction and Nash Equilibria
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Covers dynamic games, focusing on backward induction and finding Nash equilibria in two-player scenarios.
Multi-Agent Systems: Traffic Management and Pricing Strategies
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Covers multi-agent systems in traffic management and dynamic pricing strategies using game theory.
Bidding Strategies: Game Theory & Market Power
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Covers bidding strategies, Game Theory, Nash equilibrium, system security, ancillary services, and market power in power systems.
Bidding Strategies in Power Systems
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Explores strategic bidding, market power, and Game Theory in power systems, emphasizing optimal bidding strategies and market imperfections.
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