Code
Implementations accompanying my papers.
Learning Algorithm for Mean Field Control
Python implementation of the neural network-based numerical algorithm for mean field control, discussed in the paper Learning Algorithm for Mean Field Optimal Control.
Qinxin-Yan/Mean-Field-ControlIterative Schemes for Markov Perfect Equilibria
Implementation of the neural network-based iterative scheme for Markov perfect equilibrium in finite-player games, discussed in the paper Iterative Schemes for Markov Perfect Equilibria. The game model in the code is from cybersecurity.
Qinxin-Yan/Picard-Iteration-For-Finite-Player-GameA Mathematical Dark Forest
Equilibrium solver for a finite-state stochastic game of interstellar civilizations, accompanying the essay of the same name.
files/cosmic-sociology/cosmic_game.py