[AAAI 2025] Bayesian Optimization for Unknown Cost-Varying Variable Subsets With No-Regret Costs

Installation

The easiest way to install the required dependencies is to use Anaconda on Linux (code was tested on Ubuntu 20.04.4 LTS). In this directory, run

conda env create -f environment.yml

The environment can then be used with

conda activate uCVS

Alternatively, the dependencies can be installed manually using environment.yml as reference.

Running experiments

To run the proposed method

python main.py