Algorithmic Game Theory Courses and Certifications

Simons Institute

Computing a Fixed Point of Contraction Maps in Polynomial Queries

Efficient algorithm for computing fixed points of contraction maps, with potential implications for solving simple stochastic games and related computational problems.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Stable Matchings Beyond Worst-Case Analysis

Explore stable matchings beyond worst-case scenarios with Claire Mathieu's in-depth analysis of mathematical concepts and their applications in economics and computer science.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Two-Stage Stochastic Matching and Pricing with Applications to Ride Hailing

Explore two-stage stochastic matching and pricing in ride-hailing applications through a mathematical lens. Gain insights from Amin Saberi's conference talk on this cutting-edge topic.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Simons Institute

The Intractability of Hylland-Zeckhauser and Its Aftermath

Explores the Hylland-Zeckhauser mechanism for allocating goods, its intractability, and recent developments in Nash bargaining-based alternatives, discussing implications and open problems in market design.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Google TechTalks

Online Learning and Economics

Explore the intersection of online learning and economics, focusing on bidding, auction design, and bilateral trade through recent research on algorithmic approaches to economic uncertainty and data-driven decision-making.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Cooperative AI Foundation

Thinking Outside the Ballot Box

Explore innovative approaches to democratic decision-making beyond traditional voting systems with Harvard's Ariel Procaccia at the Cooperative AI Summer School.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

IEEE

Algorithmic Game Theory - Session 8C

Explore algorithmic game theory concepts and applications in this IEEE conference session, focusing on cutting-edge research and developments in the field.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

IEEE

Algorithmic Game Theory - Session 2B

Explore key concepts and applications of Algorithmic Game Theory, examining strategic decision-making in computational settings and its impact on various fields.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

算法博弈导论

探索算法博弈论的基本概念与前沿应用，涵盖纳什均衡、拍卖理论、合作博弈等核心内容，为人工智能和经济学交叉领域打下理论基础。

• XuetangX
• Self-Paced
• Free Online Course

Fields Institute

Algorithmic Learning Theory - Sink Equilibria, Game Convergence, and Data-Dependent Learning - Session 2

Explore cutting-edge algorithmic learning theory through five research presentations covering game theory equilibria, online learning convergence, and synthetic data limitations.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Paul G. Allen School

The Ethical Algorithm - Designing Socially Aware AI

Exploring ethical challenges in AI and machine learning, including data privacy, algorithmic bias, and decision-making transparency. Discusses recent research on socially responsible algorithm design.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Paul G. Allen School

Theory Seminar - Submodular Maximization

Explore submodular maximization techniques, recent advances, and open questions in combinatorial optimization with Professor Niv Buchbinder's comprehensive theory seminar.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

ANITI Toulouse

Equilibria of Games with Algorithms

Explore game theory equilibria involving algorithms, focusing on strategic interactions and decision-making processes in computational settings.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Simons Institute

Subgame Perfection in Infinite Duration Graph Games

Explore algorithms for manipulating subgame perfect equilibria in infinite duration graph games, with insights on recent developments and applications in system design and analysis.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Kolmogorov-Seminar

Infinite Duration Games, Memory and Graphs - Part 2

Delve into advanced concepts of infinite duration games, exploring memory structures and graph theory through rigorous mathematical analysis and computational complexity perspectives.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video