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ORCIDBratislav Svetozarevic
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2020 – today
- 2024
[c9]Loris Di Natale, Muhammad Zakwan, Bratislav Svetozarevic, Philipp Heer, Giancarlo Ferrari-Trecate, Colin N. Jones:
Stable Linear Subspace Identification: A Machine Learning Approach. ECC 2024: 3539-3544- [c8]Wenjie Xu, Wenbin Wang, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Principled Preferential Bayesian Optimization. ICML 2024 - [i15]Wenjie Xu, Wenbin Wang, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Principled Preferential Bayesian Optimization. CoRR abs/2402.05367 (2024) - 2023
- [c7]Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones:
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules. CDC 2023: 2334-2339 - [c6]Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints. CDC 2023: 4112-4117 - [c5]Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Constrained Efficient Global Optimization of Expensive Black-box Functions. ICML 2023: 38485-38498 - [i14]Wenjie Xu, Colin N. Jones, Bratislav Svetozarevic, Christopher R. Laughman, Ankush Chakrabarty:
Violation-Aware Contextual Bayesian Optimization for Controller Performance Optimization with Unmodeled Constraints. CoRR abs/2301.12099 (2023) - [i13]Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints. CoRR abs/2304.06104 (2023) - [i12]Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Bayesian Optimization of Expensive Nested Grey-Box Functions. CoRR abs/2306.05150 (2023) - [i11]Wenjie Xu, Bratislav Svetozarevic, Loris Di Natale, Philipp Heer, Colin N. Jones:
Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach. CoRR abs/2310.00758 (2023) - [i10]Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints. CoRR abs/2310.00962 (2023) - [i9]Loris Di Natale, Muhammad Zakwan, Bratislav Svetozarevic, Philipp Heer, Giancarlo Ferrari-Trecate, Colin N. Jones:
Stable Linear Subspace Identification: A Machine Learning Approach. CoRR abs/2311.03197 (2023) - 2022
- [c4]Wenjie Xu, Colin N. Jones, Bratislav Svetozarevic, Christopher R. Laughman, Ankush Chakrabarty:
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints. ACC 2022: 5288-5293 - [c3]Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones:
Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control. ICCA 2022: 698-703 - [i8]Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones:
Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control. CoRR abs/2203.05434 (2022) - [i7]Muhammad Zakwan, Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones, Giancarlo Ferrari-Trecate:
Physically Consistent Neural ODEs for Learning Multi-Physics Systems. CoRR abs/2211.06130 (2022) - [i6]Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic, Colin N. Jones:
CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints. CoRR abs/2211.11822 (2022) - [i5]Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones:
Efficient Reinforcement Learning (ERL): Targeted Exploration Through Action Saturation. CoRR abs/2211.16691 (2022) - [i4]Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin Neil Jones:
Towards Scalable Physically Consistent Neural Networks: an Application to Data-driven Multi-zone Thermal Building Models. CoRR abs/2212.12380 (2022) - 2021
- [i3]Bratislav Svetozarevic, Christian Baumann, Simon Muntwiler, Loris Di Natale, Philipp Heer
, Melanie N. Zeilinger:
Data-driven MIMO control of room temperature and bidirectional EV charging using deep reinforcement learning: simulation and experiments. CoRR abs/2103.01886 (2021) - [i2]Wenjie Xu, Colin N. Jones, Bratislav Svetozarevic, Christopher R. Laughman, Ankush Chakrabarty:
VABO: Violation-Aware Bayesian Optimization for Closed-Loop Control Performance Optimization with Unmodeled Constraints. CoRR abs/2110.07479 (2021) - [i1]Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones:
Physically Consistent Neural Networks for building thermal modeling: theory and analysis. CoRR abs/2112.03212 (2021)
2010 – 2019
- 2016
- [c2]Bratislav Svetozarevic, Zoltán Nagy, Johannes Hofer, Dominic Jacob, Moritz Begle, Eleni N. Chatzi, Arno Schlueter:
SoRo-Track: A two-axis soft robotic platform for solar tracking and building-integrated photovoltaic applications. ICRA 2016: 4945-4950 - 2013
- [j1]Steffen Wittmeier, Cristiano Alessandro, Nenad Bascarevic, Konstantinos Dalamagkidis, David Devereux, Alan Diamond, Michael Jäntsch, Kosta Jovanovic, Rob Knight, Hugo Gravato Marques, Predrag Milosavljevic, Bhargav Mitra, Bratislav Svetozarevic, Veljko Potkonjak, Rolf Pfeifer, Alois C. Knoll, Owen Holland:
Toward Anthropomimetic Robotics: Development, Simulation, and Control of a Musculoskeletal Torso. Artif. Life 19(1): 171-193 (2013) - [c1]Bratislav Svetozarevic, Peyman Mohajerin Esfahani, Maryam Kamgarpour, John Lygeros:
A robust fault detection and isolation filter for a horizontal axis variable speed wind turbine. ACC 2013: 4453-4458
Coauthor Index
aka: Colin Neil Jones
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last updated on 2024-09-04 01:24 CEST by the dblp team
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