This repository contains code of numerical experiments for paper:
Combinatorial Causal Bandits
AAAI 2023
Shi Feng, Wei Chen
[ArXiv Version]
If you want to compare regrets of BLM-OFU, BLM-LR, UCB and
python main.py --G*
You can find our running samples in ./results/
directory.
.
├── utils/ # implementations of BLM and online algorithms
│ ├── blm_lr.py # implementing BLM-LR algorithm
│ ├── blm_ofu.py # implementing BLM-OFU (BGLM-OFU) algorithm
│ ├── epsilon_greedy.py # implementing epsilon-greedy algorithm
│ ├── ucb.py # implementing UCB algorithm
│ ├── parallel_graph.py # implementing parallel graph (G1, G2, G3, G4)
│ └── two_layer_graph.py # implementing two-layer graph (G5)
├── results/ # our running samples
├── main.py # main file
├── .gitignore # exclude some annoying files from git
├── LICENSE # MIT license
└── README.md # what you are reading now
If you have any questions, feel free to contact us through email ([email protected]) or Github issues. Enjoy!