This repository contains the PyTorch code for TB_Opt framework. The technical report can be found here.
The code is organized as follows:
.
├── README.md
├── x_y_x2y2
│ ├── optimizers_generic.py
│ ├── plots
│ │ ├── Bilinear_Bilinear
│ │ ├── Bilinear_Linear
│ │ ├── Linear_Bilinear
│ │ └── Linear_Linear
│ └── run.py
├── x_y_xy
├── optimizers_xy.py
├── plots
│ ├── Bilinear_Bilinear
│ ├── Bilinear_Linear
│ ├── Linear_Bilinear
│ └── Linear_Linear
└── run.py
x_y_xy contains the code for the game and
x_y_x2y2 contains the code for the game .
optimizers_generic contains the the code for a generic optimizer (linear-linear, linear-bilinear, bilinear-linear, bilinear-bilinear cases) that works for any objectives and
. Further details can be found here.
To run and experiment with the implementation in your browser:
Game x_y_xy:
Game x_y_x2y2: