Bratislav Svetozarevic
Bratislav Svetozarevic
Scientific Publications
Article
The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland
Volume
14
Number
16
Article
Deep Reinforcement Learning for Room Temperature Control: A Black-box Pipeline from Data to Policies
Inproceedings
Theoretical Foundations
Energy systems
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
Computational Methods
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
Miscellaneous
Scalable and correct by design synthesis
Computational Methods
Computationally Efficient DRL
Month
11
Year of Publication
2023
Article
Theoretical Foundations
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints
Year of Publication
2022
Article
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
Year of Publication
2023
Article
Control in a data rich world
Theoretical Foundations
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Journal
Applied Energy
Volume
358
Number
122493
Year of Publication
2024
Article
Control in a data rich world
Theoretical Foundations
Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints
Journal
Journal of Process Control
Volume
138
Number
103212
Year of Publication
2024
Inproceedings
Scalable and correct by design synthesis
Computational Methods
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
Booktitle
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Author Address
Singapore, Singapore
Year of Publication
2023
Miscellaneous
Control in a data rich world
Scalable and correct by design synthesis
Theoretical Foundations
Computational Methods
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
Year of Publication
2023
Miscellaneous
Control in a data rich world
Theoretical Foundations
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
Year of Publication
2024
Miscellaneous
Control in a data rich world
Theoretical Foundations
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
Year of Publication
2023
Miscellaneous
Control in a data rich world
Theoretical Foundations
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Year of Publication
2024
