Machine learning-based investigation of the relationship between plasma emission spectra and...

Machine learning-based investigation of the relationship between plasma emission spectra and biological responses*, Emadi, Sara, Hajisharifi, Kamal, Fahami, Ali, Mehdian, Hassan, Shanbezadeh,...

MPCritic: A plug-and-play MPC architecture for reinforcement learning

The reinforcement learning (RL) and model predictive control (MPC) communities have developed vast ecosystems of theoretical approaches and computational tools for solving optimal control...

Coactive Preference-Guided Multi-Objective Bayesian Optimization: An Application to Policy Learning...

The design of advanced learning- and optimization-based controllers requires selecting parameters that balance performance objectives and constraints. Bayesian optimization (BO) has proven effective...

NeurIPS Workshop on Bayesian Decision-making and Uncertainty

A Cold Atmospheric Plasma Sensor for Identification and Differentiation of Biological Tissues

Cold atmospheric plasmas (CAPs) have emerged as the central component to plasma medicine, a relatively new research field in which CAPs have shown promise for a variety of biomedical uses and medical...