Dean Brandner

According to our database, Dean Brandner authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Computationally efficient Gauss-Newton reinforcement learning for model predictive control.

Dean Brandner, Sebastien Gros, Sergio Lucia

Comput. Chem. Eng., 2026

2025

Quasi-Newton Compatible Actor-Critic for Deterministic Policies.

Arash Bahari Kordabad, Dean Brandner, Sebastien Gros, Sergio Lucia, Sadegh Soudjani

CoRR, November, 2025

Redesign of a Virtual Jet Pump Laboratory for Higher Process Engineering Education.

Claudius Terkowsky, Konrad Boettcher, Sabrina Grünendahl, Dean Brandner

Int. J. Online Biomed. Eng., 2025

2024

Optimizing Operation Recipes with Reinforcement Learning for Safe and Interpretable Control of Chemical Processes.

Dean Brandner, Sergio Lucia

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Reinforced Model Predictive Control via Trust-Region Quasi-Newton Policy Optimization.

Dean Brandner, Sergio Lucia

Proceedings of the European Control Conference, 2024