Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria.
Gabriele FarinaChristian KroerTuomas SandholmPublished in: CoRR (2021)
Keyphrases
- convergence rate
- nash equilibrium
- nash equilibria
- game theoretic
- game theory
- convergence speed
- learning rate
- social welfare
- decision problems
- decision making
- gaussian kernels
- primal dual
- decision makers
- global convergence
- incomplete information
- fixed point
- utility function
- conjugate gradient
- numerical stability
- pareto optimal
- genetic algorithm
- stopping criterion
- multi robot task allocation
- decision processes
- special case
- long run
- data dependent
- loss function