Bounds and dynamics for empirical game theoretic analysis.
Karl TuylsJulien PérolatMarc LanctotEdward HughesRichard EverettJoel Z. LeiboCsaba SzepesváriThore GraepelPublished in: Auton. Agents Multi Agent Syst. (2020)
Keyphrases
- theoretic analysis
- evolutionary game
- confidence bounds
- minority game
- multi agent simulation
- upper bound
- computer games
- empirical risk minimization
- lower bound
- game theory
- game playing
- video games
- finite sample
- educational games
- convex combinations
- virtual world
- error bounds
- nash equilibrium
- dynamical systems
- worst case
- lower and upper bounds
- uniform convergence
- game design
- theoretical analysis
- game play
- rademacher complexity
- upper and lower bounds
- game theoretic
- dynamic model
- cooperative
- machine learning
- payoff functions
- rates of convergence
- learning games
- game tree
- average case
- game based learning
- empirical data
- multi agent