Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond.
Nina VesseronIevgen RedkoCharlotte LaclauPublished in: AISTATS (2021)
Keyphrases
- neural network
- congestion games
- nash equilibria
- pure strategy
- nash equilibrium
- game theory
- pure nash equilibria
- mixed strategy
- pattern recognition
- back propagation
- artificial neural networks
- solution concepts
- stochastic games
- fuzzy logic
- incomplete information
- fuzzy systems
- finite horizon
- genetic algorithm
- variational inequalities
- game theoretic
- multiagent learning
- non stationary
- computational intelligence
- cooperative