References for Algorithmic Game Theory
Computational Social Choice (CSC) may be defined as:
an interdisciplinary field of study at the interface of social choice theory and computer science, promoting an exchange of ideas in both directions.
The field intersects computer science, economics, and operations research and focuses on algorithmic aspects of group decision making and resource allocation. This page summarizes relevant resources for researchers in CSC and its umbrella discipline of Algorithmic Game Theory.
About Computational Social Choice
- The COMSOC Website
- COMSOC Seminar
- International Workshop on Computational Social Choice (COMSOC) [2023 link]
- Online Social Choice and Welfare Seminar has talks twice a month
- Wikipedia - Computational Social Choice
- Wikipedia - Algorithmic Game Theory
Textbooks
- Handbook of Computational Social Choice. Edited by Felix Brandt, Vincent Conitzer, Ulle Endriss, Jérôme Lang, and Ariel D. Procaccia, 2016. [PDF]
- Trends in Computational Social Choice. Edited by Ulle Endriss, 2017. [PDF]
- Algorithmic Game Theory. Edited by Noam Nisan, Tim Roughgarden, Éva Tardos, and Vijay V. Vazirami, 2007. [PDF]
- Twenty Lectures on Algorithmic Game Theory by Tim Roughgarden, 2014. [PDF]
- Economics and Computation by David Parkes and Sven Seuken.
- An Introduction to Multiagent Systems by Michael Wooldridge, 2009. [PDF]
- Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence edited by Gerhard Weiss, 1999. [PDF 1999].
Springer book series – Synthesis Lectures on Artificial Intelligence and Machine Learning:
- A Short Introduction to Preferences by Francesca Rossi, Kristen Brent Venable, Toby Walsh, 2011.
- Trading Agents by Michael Wellman, 2011.
- Computational Aspects of Cooperative Game Theory by Georgios Chalkiadakis, Edith Elkind, Michael Wooldridge, 2012.
- Game Theory for Data Science by Boi Faltings and Goran Radanovic, 2017.
- Strategic Voting by Reshef Meir, 2018.
- Learning and Decision-Making from Rank Data by Lirong Xia, 2019.
More COMSOC
Applications of AGT: Simulations and Online Programs
- Course Match [Budish et al. 2017]
- Spliddit [Goldman and Procaccia 2014] (Note: link down as of June 28, 2023)
- Automated Justification by Ulle Endriss, ILLC
- Panelot [Flanigan et al. 2021]
- OPRA [Chen et. al. 2021] by Lirong Xia, RPI (Note: link down as of June 28, 2023)
- Gambit: Software Tools for Game Theory by Theodore L. Turocy, University of East Anglia
- Itero: Online Iterative Voting Application [Boudou, Colley, and Grandi 2022] by Umberto Grandi, University of Toulouse
- Iterative Voting Simulator on Preflib, by Omer Lev, Tel Aviv University
Data and Github Repositories
Important Computer Science Conferences
| Conference Name | Rating* | Link | Approx. Deadline | Conference Dates |
|---|---|---|---|---|
| AAAI Conference on Artificial Intelligence | A* | 2023 link | August | February |
| International Joint Conference on Artificial Intelligence (IJCAI) | A* | 2023 link | January | August |
| Conference on Neural Information Processing Systems (NeurIPS) | A* | 2023 link | May | December |
| Conference on Uncertainty in Artificial Intelligence (UAI) | A | 2023 link | February | July-Aug |
| International Symposium on Algorithmic Game Theory (SAGT) | B | 2023 link | May | September |
| European Conference on Artificial Intelligence (ECAI) | A | 2023 link | April | Sept-Oct |
| ACM Conference on Economics and Computation (EC) | A* | 2023 link | January | July |
| Conference On Web And Internet Economics (WINE) | 2023 link | July | December | |
| International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | A* | 2023 link | October | May-June$^{+1}$ |
| International Workshop on Computational Social Choice (COMSOC) | 2023 link | March | July | |
| The Web Conference (WWW) | A* | 2023 link | October | May$^{+1}$ |
*Ratings per Computing Research and Education Association of Australasia, CORE Inc.
Open Repositories of Ongoing Research
- Opitmization Online by Andreas Wächter, Northwestern University
- Theory of Computing
Other useful links
- CS rankings for ranking US graduate programs in computer science
- DIMACS workshops [modern] [list 1989-2018] – Including: IBM/DIMACS Workshop on Bridging Game Theory and Machine Learning for Multi-party Decision Making (October, 2022)
Written on July 10, 2023