Code for Scalable Exploration via Ensemble++

Usage

Nonlinear Synthetic Bandits

To run experiments on nonlinear synthetic bandits, use the script start_synthetic.sh.

UCI Dataset Bandits

To run experiments on UCI dataset bandits, use the script start_realdata.sh.

Hatespeech Bandits with GPT-2

To run experiments on hatespeech bandits with GPT-2, use the script start_llm.sh.