Alon, N., & Spencer, J. H. (2016). The probabilistic method (Fourth edition. ed.). Wiley.

Yoav Shoham, Kevin Leyton-Brown. (2009) Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations

Nisan, N. (2007). Algorithmic game theory. Cambridge University Press.

Easley, D. and J. Kleinberg (2010). Networks, crowds, and markets : reasoning about a highly connected world. New York, Cambridge University Press.

Echenique, F., N. Immorlica and V. V. Vazirani (2023). Online and matching-based market design. Cambridge, Cambridge University Press.

Vazirani, V. V. (2001). Approximation algorithms. Berlin ; New York, Springer.

Lovász, L. s. and M. D. Plummer (1986). Matching theory. Amsterdam ; New York New York, N.Y., North-Holland.

Blum, A., J. E. Hopcroft and R. Kannan (2020). Foundations of data science. New York, NY, Cambridge University Press.

TTIC - Algorithmic Game Theory (Winter 2026)

TTIC 31260 - Algorithmic Game Theory (Spring 2024)

Cornell - Algorithmic Game Theory 2025 Fall

MIT - Game theory 2024 Spring

Algorithmic Game Theory, 2024 lectures, by Uri Feige

TTIC 31290 - Machine Learning for Algorithm Design (Fall 2025)

Multiagent Systems: Instructional Resources

TTIC 31150/CMSC 31150 - Mathematical Toolkit (Spring 2023)

CMU - Foundations of Machine Learning and Data Science

COURSE: CS 15-892 Foundations of Electronic Marketplaces

Artificial Intelligence: Representation and Problem Solving

AAMAS(Autonomous Agents and Multiagent Systems) Conference Proceedings

ACM Conference - Economics and Computation

ACM Transactions on Economics and Computation

International Symposium on Algorithmic Game Theory

ACM-SIAM Symposium on Discrete Algorithms (SODA)

Avrim Blum’s Webpage

Vijay V. Vazirani’s publication

Éva Tardos’ Webpage

Uriel Feige’s Webpage

Edith Elkind’s publications

Kevin Leyton-Brown’s publications

Games and Equilibria in System Design and Analysis, Simons Institute workshops

Learning and Games,Simons Institute workshops

Programs & Events, The Simons Institute for the Theory of Computing

Robert Schapire’s publication list

Ruta Mehta’s publications

Publications of Takehiro ITO

Takayuki Ito’s publications

Advanced Combinatorial Optimization course by Michel Goemans

Satoru Iwata’s lectures and publications

Ayumi Igarashi’s publications

Yasushi Kawase’s publications and teaching

https://people.math.sc.edu/lu/teaching.html

Ben Zhao’s Webpage (adversarial machine learning) , Sand Lab(Security, Algorithms, Networking and Data)