Algorithmic Game Theory Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

IEEE

Approximation Schemes for a Unit-Demand Buyer with Independent Items via Symmetries

Explore approximation schemes for unit-demand buyers using symmetries, focusing on independent items and their implications in algorithmic game theory and mechanism design.

• YouTube
• 21 minutes
• On-Demand
• 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
• On-Demand
• Free Video

IEEE

Mechanisms for a No-Regret Agent - Beyond the Common Prior

Explore advanced mechanism design principles for no-regret agents, challenging common prior assumptions and presenting innovative frameworks and algorithms.

• YouTube
• 24 minutes
• On-Demand
• Conference Talk

IEEE

Resolving the Optimal Metric Distortion Conjecture

Explore voting theory and the Downseam Proximity Model to understand the Optimal Metric Distortion Conjecture, its proof, and implications for fair decision-making.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk