Convergence of gradient descent-ascent analyzed as a Newtonian dynamical system with dissipation.
H. Sebastian SeungPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- differential equations
- nonlinear dynamical systems
- dynamic systems
- state space
- dynamical behavior
- numerical solution
- cost function
- fixed point
- phase space
- objective function
- update rule
- linear systems
- immune network
- initial conditions
- discrete event
- agent environment
- lyapunov exponents
- connectionist networks
- hidden markov models
- linear quadratic
- search algorithm
- genetic algorithm
- neural network