Efficient-Kernel UCB implementation
To install the needed libraries, run
pip install -r requirements.txt
To run an experiment, run according to the following examples:
EK-UCB algorithm on the bump environment with parameters lambda, mu, beta (KORS)
python run.py --algo ek_ucb --env bump --mu 1 --lambda 1 --beta 0.1
SupK-UCB algorithm on the squares environment with parameters lambda
python run.py --algo supk_ucb --env squares --lambda 1
See the file run.py for detailed commands.
To run the full experiments, run
bash script.sh