Bratislav Svetozarevic
Bratislav Svetozarevic
Scientific Publications
Article de revue
The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland
Volume
14
Nombre
16
Article de revue
Deep Reinforcement Learning for Room Temperature Control: A Black-box Pipeline from Data to Policies
Inproceedings
Bases méthodologiques
Systèmes énergétiques
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
Méthodes computationelles
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse de l'auteur
Singapore, Singapore
Année de publication
2023
Miscellaneous
Scalable and correct by design synthesis
Méthodes computationelles
Computationally Efficient DRL
Month
11
Année de publication
2023
Article de revue
Bases méthodologiques
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
Année de publication
2022
Article de revue
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
Année de publication
2023
Article de revue
Control in a data rich world
Bases méthodologiques
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Journal
Applied Energy
Volume
358
Nombre
122493
Année de publication
2024
Article de revue
Control in a data rich world
Bases méthodologiques
Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints
Journal
Journal of Process Control
Volume
138
Nombre
103212
Année de publication
2024
Inproceedings
Scalable and correct by design synthesis
Méthodes computationelles
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Adresse de l'auteur
Singapore, Singapore
Année de publication
2023
Miscellaneous
Control in a data rich world
Scalable and correct by design synthesis
Bases méthodologiques
Méthodes computationelles
Stable Linear Subspace Identification: A Machine Learning Approach
Notes
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
Année de publication
2023
Miscellaneous
Control in a data rich world
Bases méthodologiques
Principled Preferential Bayesian Optimization
Notes
PRJ;Andreas Krause,RG;Jones group,OA,DOI: 10.48550/arXiv.2402.05367,http://arxiv.org/abs/2402.05367v2;Website
Année de publication
2024
Miscellaneous
Control in a data rich world
Bases méthodologiques
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
Notes
PRJ;Andreas Krause,RG;Jones group,OA,DOI: 10.48550/arXiv.2304.06104,http://arxiv.org/abs/2304.06104v4;Website
Année de publication
2023
Miscellaneous
Control in a data rich world
Bases méthodologiques
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Année de publication
2024
