The papers on Safe explorative Bayesian optimization – Towards personalized treatments in plasma medicine, and No-regret Bayesian optimization with gradients using local optimality-based constraints: Application to closed-loop policy search have been presented at the 2023 62nd IEEE Conference on Decision and Control (CDC).
The paper on Preference-guided Bayesian optimization for control policy learning: Application to personalized plasma medicine have been presented at the 2023 Advances in Neural Information Processing Systems (NeurIPS).