Regularization of the Policy Updates for Stabilizing Mean Field Games.
Talal AlgumaeiRuben SolozabalRéda AlamiHakim HacidMérouane DebbahMartin TakácPublished in: PAKDD (2) (2023)
Keyphrases
- deterministic annealing
- markov random field
- game theory
- em algorithm
- closed form
- belief networks
- nash equilibria
- video games
- computer games
- optimal policy
- nash equilibrium
- statistical mechanics
- nonlinear systems
- bayesian inference
- imperfect information
- game playing
- game theoretic
- variational methods
- continuous time bayesian networks
- monte carlo tree search
- game play
- linear complexity
- markov decision process
- markov networks
- game design
- reinforcement learning
- prior information
- state space
- objective function