Game Theory (4)
- DeepMind Wants to Reimagine One of the Most Important Algorithms in Machine Learning - May 14, 2021.
In one of the most important papers this year, DeepMind proposed a multi-agent structure to redefine PCA.
- Beyond the Nash Equilibrium: DeepMind Clever Strategy to Solve Asymmetric Games - Feb 1, 2021.
The method expands the concept of a Nash equilibrium by decomposing an asymmetric game into multiple symmetric games.
- A Crash Course in Game Theory for Machine Learning: Classic and New Ideas - Mar 9, 2020.
Game theory is experiencing a renaissance driven by the evolution of AI. What are some classic and new ideas that data scientists should be aware of.
- Introduction to Game Theory (Part 1) - Jun 6, 2018.
Check out this game theory basics post for an introduction to Two-player Sequential games — Dominant Strategies, Nash Equilibrium, and Cooperation vs. Defection.