Bratislav Svetozarevic
Bratislav Svetozarevic
Scientific Publications
Journal Artikel
The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland
Volume
14
Zahl
16
Journal Artikel
Deep Reinforcement Learning for Room Temperature Control: A Black-box Pipeline from Data to Policies
Inproceedings
Methodische Grundlagen
Energiesysteme
Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control
Booktitle
2022 IEEE 17th International Conference on Control \\& Automation (ICCA)
Pages
698-703
Inproceedings
Scalable and correct by design synthesis
Computergestützte Methoden
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse des Autors
Singapore, Singapore
Erscheinungsjahr
2023
Miscellaneous
Scalable and correct by design synthesis
Computergestützte Methoden
Computationally Efficient DRL
Month
11
Erscheinungsjahr
2023
Journal Artikel
Methodische Grundlagen
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
Erscheinungsjahr
2022
Journal Artikel
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
Erscheinungsjahr
2023
Journal Artikel
Control in a data rich world
Methodische Grundlagen
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Journal
Applied Energy
Volume
358
Zahl
122493
Erscheinungsjahr
2024
Journal Artikel
Control in a data rich world
Methodische Grundlagen
Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints
Journal
Journal of Process Control
Volume
138
Zahl
103212
Erscheinungsjahr
2024
Inproceedings
Scalable and correct by design synthesis
Computergestützte Methoden
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse des Autors
Singapore, Singapore
Erscheinungsjahr
2023
Miscellaneous
Control in a data rich world
Scalable and correct by design synthesis
Methodische Grundlagen
Computergestützte Methoden
Stable Linear Subspace Identification: A Machine Learning Approach
Hinweise
PRJ;Andreas Krause,Colin Jones,RG;Ferrari-trecate group,Jones group,OA,DOI: 10.48550/arXiv.2311.03197,http://arxiv.org/abs/2311.03197v4;Website
Erscheinungsjahr
2023
Miscellaneous
Control in a data rich world
Methodische Grundlagen
Principled Preferential Bayesian Optimization
Hinweise
PRJ;Andreas Krause,RG;Jones group,OA,DOI: 10.48550/arXiv.2402.05367,http://arxiv.org/abs/2402.05367v2;Website
Erscheinungsjahr
2024
Miscellaneous
Control in a data rich world
Methodische Grundlagen
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
Hinweise
PRJ;Andreas Krause,RG;Jones group,OA,DOI: 10.48550/arXiv.2304.06104,http://arxiv.org/abs/2304.06104v4;Website
Erscheinungsjahr
2023
Miscellaneous
Control in a data rich world
Methodische Grundlagen
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Erscheinungsjahr
2024
