- Shao, K., Romeres, D., Chakrabarty, A., Mesbah, A., "Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine", Advances in Neural Information Processing Systems (NeurIPS), December 2023.
BibTeX TR2023-146 PDF- @inproceedings{Shao2023dec,
- author = {Shao, Ketong and Romeres, Diego and Chakrabarty, Ankush and Mesbah, Ali},
- title = {Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-146}
- }
- Deshpande, V.M., Chakrabarty, A., Vinod, A.P., Laughman, C.R., "Physics-Constrained Deep Autoencoded Kalman Filters for Estimating Vapor Compression System States", IEEE Control Systems Letters, DOI: 10.1109/LCSYS.2023.3334959, November 2023.
BibTeX TR2023-138 PDF- @article{Deshpande2023nov,
- author = {{Deshpande, Vedang M. and Chakrabarty, Ankush and Vinod, Abraham P. and Laughman, Christopher R.}},
- title = {Physics-Constrained Deep Autoencoded Kalman Filters for Estimating Vapor Compression System States},
- journal = {IEEE Control Systems Letters},
- year = 2023,
- month = nov,
- doi = {10.1109/LCSYS.2023.3334959},
- url = {https://www.merl.com/publications/TR2023-138}
- }
- Farakhor, A., Wu, D., Wang, Y., Fang, H., "Scalable Optimal Power Management for Large-Scale Battery Energy Storage Systems", IEEE Transactions on Transportation Electrification, DOI: 10.1109/TTE.2023.3331243, November 2023.
BibTeX TR2023-137 PDF- @article{Farakhor2023nov,
- author = {Farakhor, Amir and Wu, Di and Wang, Yebin and Fang, Huazhen},
- title = {Scalable Optimal Power Management for Large-Scale Battery Energy Storage Systems},
- journal = {IEEE Transactions on Transportation Electrification},
- year = 2023,
- month = nov,
- doi = {10.1109/TTE.2023.3331243},
- issn = {2332-7782},
- url = {https://www.merl.com/publications/TR2023-137}
- }
- Greiff, M., Di Cairano, S., Kim, K.J., Berntorp, K., "A System-Level Cooperative Multi-Agent GNSS Positioning Solution", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2023.3307339, Vol. 32, No. 1, pp. 158-173, October 2023.
BibTeX TR2023-135 PDF- @article{Greiff2023oct,
- author = {Greiff, Marcus and Di Cairano, Stefano and Kim, Kyeong Jin and Berntorp, Karl},
- title = {A System-Level Cooperative Multi-Agent GNSS Positioning Solution},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2023,
- volume = 32,
- number = 1,
- pages = {158--173},
- month = oct,
- doi = {10.1109/TCST.2023.3307339},
- url = {https://www.merl.com/publications/TR2023-135}
- }
- Shimane, Y., Miraldo, P., Berntorp, K., Greiff, M., Elango, P., Weiss, A., "High-Fidelity Simulation of Horizon-Based Optical Navigation with Open-Source Software", International Astronautical Congress (IAC), October 2023, pp. IAC-23,C1,5,9,x78805.
BibTeX TR2023-128 PDF- @inproceedings{Shimane2023oct,
- author = {Shimane, Yuri and Miraldo, Pedro and Berntorp, Karl and Greiff, Marcus and Elango, Purnanand and Weiss, Avishai},
- title = {High-Fidelity Simulation of Horizon-Based Optical Navigation with Open-Source Software},
- booktitle = {International Astronautical Congress (IAC)},
- year = 2023,
- pages = {IAC--23,C1,5,9,x78805},
- month = oct,
- url = {https://www.merl.com/publications/TR2023-128}
- }
- Paulson, J.A., Sorouifar, F., Laughman, C.R., Chakrabarty, A., "Self-optimizing vapor compression cycles online with Bayesian optimization under local search region constraints", ASME Journal of Dynamic Systems, Measurements, and Control, DOI: 10.1115/1.4064027, September 2023.
BibTeX TR2023-122 PDF- @article{Paulson2023sep,
- author = {Paulson, Joel A. and Sorouifar, Farshud and Laughman, Christopher R. and Chakrabarty, Ankush},
- title = {Self-optimizing vapor compression cycles online with Bayesian optimization under local search region constraints},
- journal = {ASME Journal of Dynamic Systems, Measurements, and Control},
- year = 2023,
- month = sep,
- doi = {10.1115/1.4064027},
- url = {https://www.merl.com/publications/TR2023-122}
- }
- Quirynen, R., Di Cairano, S., "Tailored Presolve Techniques in Branch-and-Bound Method for Fast Mixed-Integer Optimal Control Applications", Optimal Control Applications and Methods, DOI: 10.1002/oca.3030, Vol. 44, No. 6, pp. 3139-3167, August 2023.
BibTeX TR2023-110 PDF- @article{Quirynen2023aug2,
- author = {Quirynen, Rien and Di Cairano, Stefano},
- title = {Tailored Presolve Techniques in Branch-and-Bound Method for Fast Mixed-Integer Optimal Control Applications},
- journal = {Optimal Control Applications and Methods},
- year = 2023,
- volume = 44,
- number = 6,
- pages = {3139--3167},
- month = aug,
- doi = {10.1002/oca.3030},
- url = {https://www.merl.com/publications/TR2023-110}
- }
- Duan, X., Wang, Y., Romeres, D., Koike-Akino, T., Orlik, P.V., "Trajectory Generation for Online Payload Estimation of Robot Manipulators: A Supervised Learning Based Approach", IEEE Conference on Automation and Science Engineering, DOI: 10.1109/CASE56687.2023.10260415, August 2023.
BibTeX TR2023-106 PDF- @inproceedings{Duan2023aug,
- author = {Duan, Xiaoming and Wang, Yebin and Romeres, Diego and Koike-Akino, Toshiaki and Orlik, Philip V.},
- title = {Trajectory Generation for Online Payload Estimation of Robot Manipulators: A Supervised Learning Based Approach},
- booktitle = {IEEE Conference on Automation and Science Engineering},
- year = 2023,
- month = aug,
- doi = {10.1109/CASE56687.2023.10260415},
- isbn = {979-8-3503-2070-1},
- url = {https://www.merl.com/publications/TR2023-106}
- }
- Laughman, C.R., Deshpande, V.M., Qiao, H., Bortoff, S.A., Chakrabarty, A., "Digital Twins for Vapor Compression Cycles: Challenges & Opportunities", International Congress of Refrigeration (ICR), DOI: 10.18462/iir.icr.2023.0765, August 2023.
BibTeX TR2023-103 PDF- @inproceedings{Laughman2023aug,
- author = {Laughman, Christopher R. and Deshpande, Vedang M. and Qiao, Hongtao and Bortoff, Scott A. and Chakrabarty, Ankush},
- title = {Digital Twins for Vapor Compression Cycles: Challenges & Opportunities},
- booktitle = {International Congress of Refrigeration (ICR)},
- year = 2023,
- month = aug,
- publisher = {INTERNATIONAL INSTITUTE OF REFRIGERATION},
- doi = {10.18462/iir.icr.2023.0765},
- issn = {0151-1637},
- isbn = {978-2-36215-055-5},
- url = {https://www.merl.com/publications/TR2023-103}
- }
- Iqbal, H., Di Cairano, S., Berntorp, K., "Motion Planning of Articulated Vehicles with Active Trailer Steering by Particle Filtering", Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA54093.2023.10253020, August 2023.
BibTeX TR2023-101 PDF- @inproceedings{Iqbal2023aug,
- author = {Iqbal, Hassan and Di Cairano, Stefano and Berntorp, Karl},
- title = {Motion Planning of Articulated Vehicles with Active Trailer Steering by Particle Filtering},
- booktitle = {Conference on Control Technology and Applications (CCTA)},
- year = 2023,
- month = aug,
- doi = {10.1109/CCTA54093.2023.10253020},
- url = {https://www.merl.com/publications/TR2023-101}
- }
- Menner, M., Berntorp, K., "Gaussian Processes with State-Dependent Noise for Stochastic Control", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA54093.2023.10252506, August 2023.
BibTeX TR2023-100 PDF- @inproceedings{Menner2023aug2,
- author = {Menner, Marcel and Berntorp, Karl},
- title = {Gaussian Processes with State-Dependent Noise for Stochastic Control},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2023,
- month = aug,
- doi = {10.1109/CCTA54093.2023.10252506},
- url = {https://www.merl.com/publications/TR2023-100}
- }
- Menner, M., Di Cairano, S., Hamada, M., Gushima, K., "MPC-based Pedestrian Routing for Congestion Balancing", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA54093.2023.10252891, August 2023.
BibTeX TR2023-099 PDF- @inproceedings{Menner2023aug,
- author = {Menner, Marcel and Di Cairano, Stefano and Hamada, Masaki and Gushima, Kota},
- title = {MPC-based Pedestrian Routing for Congestion Balancing},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2023,
- month = aug,
- doi = {10.1109/CCTA54093.2023.10252891},
- url = {https://www.merl.com/publications/TR2023-099}
- }
- Suda, T., Shimane, Y., Elango, P., Weiss, A., "DEEP REINFORCEMENT LEARNING FOR STATION KEEPING ON NEAR RECTILINEAR HALO ORBITS", AIAA/AAS Astrodynamics Specialist Conference, August 2023.
BibTeX TR2023-098 PDF- @inproceedings{Suda2023aug,
- author = {Suda, Takumi and Shimane, Yuri and Elango, Purnanand and Weiss, Avishai},
- title = {DEEP REINFORCEMENT LEARNING FOR STATION KEEPING ON NEAR RECTILINEAR HALO ORBITS},
- booktitle = {AIAA/AAS Astrodynamics Specialist Conference},
- year = 2023,
- month = aug,
- url = {https://www.merl.com/publications/TR2023-098}
- }
- Tiwari, A., Berntorp, K., Di Cairano, S., Menner, M., "Personalized Routing using Crowdsourced Connected Vehicle Data", IEEE Conference on Control Technology and Applications (CCTA), DOI: 10.1109/CCTA54093.2023.10253029, August 2023.
BibTeX TR2023-095 PDF- @inproceedings{Tiwari2023aug,
- author = {Tiwari, Anuj and Berntorp, Karl and Di Cairano, Stefano and Menner, Marcel},
- title = {Personalized Routing using Crowdsourced Connected Vehicle Data},
- booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
- year = 2023,
- month = aug,
- doi = {10.1109/CCTA54093.2023.10253029},
- url = {https://www.merl.com/publications/TR2023-095}
- }
- Bortoff, S.A., Sanders, H., Girindhar, D., "Impedance Control of a Delta Robot", World Congress of the International Federation of Automatic Control (IFAC), July 2023, pp. 1087-1093.
BibTeX TR2023-090 PDF- @inproceedings{Bortoff2023jul,
- author = {Bortoff, Scott A. and Sanders, Haley and Girindhar, Deepika},
- title = {Impedance Control of a Delta Robot},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- pages = {1087--1093},
- month = jul,
- publisher = {Elsevier},
- issn = {24058963},
- url = {https://www.merl.com/publications/TR2023-090}
- }
- Chakrabarty, A., Vinod, A.P., Mansour, H., Bortoff, S.A., Laughman, C.R., "Moving Horizon Estimation for Digital Twins using Deep Autoencoders", World Congress of the International Federation of Automatic Control (IFAC), Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M., Eds., DOI: 10.1016/j.ifacol.2023.10.207, July 2023, pp. 5500-5505.
BibTeX TR2023-088 PDF- @inproceedings{Chakrabarty2023jul2,
- author = {Chakrabarty, Ankush and Vinod, Abraham P. and Mansour, Hassan and Bortoff, Scott A. and Laughman, Christopher R.},
- title = {Moving Horizon Estimation for Digital Twins using Deep Autoencoders},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- editor = {Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M.},
- pages = {5500--5505},
- month = jul,
- publisher = {Elseiver},
- doi = {10.1016/j.ifacol.2023.10.207},
- url = {https://www.merl.com/publications/TR2023-088}
- }
- Chakrabarty, A., Wichern, G., Laughman, C.R., "Meta-Learning of Neural State-Space Models Using Data From Similar Systems", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/j.ifacol.2023.10.1843, July 2023.
BibTeX TR2023-087 PDF Software- @inproceedings{Chakrabarty2023jul,
- author = {Chakrabarty, Ankush and Wichern, Gordon and Laughman, Christopher R.},
- title = {Meta-Learning of Neural State-Space Models Using Data From Similar Systems},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- month = jul,
- doi = {10.1016/j.ifacol.2023.10.1843},
- url = {https://www.merl.com/publications/TR2023-087}
- }
- Greiff, M., Di Cairano, S., Mansour, H., Berntorp, K., "A Generalized GraphEM for Sparse Time-Varying Dynamical Systems", World Congress of the International Federation of Automatic Control (IFAC), Hideaki Ishii, Yoshio Ebihara, Jun-ichi Imura, Masaki Yamakita, Eds., DOI: 10.1016/j.ifacol.2023.10.630, July 2023, pp. 5957-5962.
BibTeX TR2023-086 PDF- @inproceedings{Greiff2023jul2,
- author = {Greiff, Marcus and Di Cairano, Stefano and Mansour, Hassan and Berntorp, Karl},
- title = {A Generalized GraphEM for Sparse Time-Varying Dynamical Systems},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- editor = {Hideaki Ishii, Yoshio Ebihara, Jun-ichi Imura, Masaki Yamakita},
- pages = {5957--5962},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2023.10.630},
- issn = {2405-8963},
- url = {https://www.merl.com/publications/TR2023-086}
- }
- Thaker, P., Di Cairano, S., Vinod, A.P., "Bandit-based multi-agent search under noisy observations", World Congress of the International Federation of Automatic Control (IFAC), Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M., Eds., DOI: 10.1016/j.ifacol.2023.10.1377, July 2023, pp. 2780-2785.
BibTeX TR2023-085 PDF- @inproceedings{Thaker2023jul,
- author = {Thaker, Parth and Di Cairano, Stefano and Vinod, Abraham P.},
- title = {Bandit-based multi-agent search under noisy observations},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- editor = {Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M.},
- pages = {2780--2785},
- month = jul,
- publisher = {Elseiver},
- doi = {10.1016/j.ifacol.2023.10.1377},
- url = {https://www.merl.com/publications/TR2023-085}
- }
- Di Cairano, S., Skibik, T., Vinod, A.P., Weiss, A., Berntorp, K., "Decision Making for Automated Driving by Reachability of Parameterized Maneuvers", World Congress of the International Federation of Automatic Control (IFAC), Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M., Eds., DOI: 10.1016/j.ifacol.2023.10.018, July 2023, pp. 7852-7857.
BibTeX TR2023-084 PDF- @inproceedings{DiCairano2023jul,
- author = {Di Cairano, Stefano and Skibik, Terrence and Vinod, Abraham P. and Weiss, Avishai and Berntorp, Karl},
- title = {Decision Making for Automated Driving by Reachability of Parameterized Maneuvers},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- editor = {Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M.},
- pages = {7852--7857},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2023.10.018},
- url = {https://www.merl.com/publications/TR2023-084}
- }
- Greiff, M., Berntorp, K., Di Cairano, S., "Adaptive Smoothing with Ambiguity Fixation for GNSS Post-Processing", World Congress of the International Federation of Automatic Control (IFAC), Hideaki Ishii, Yoshio Ebihara, Jun-ichi Imura, Masaki Yamakita, Eds., DOI: 10.1016/j.ifacol.2023.10.911, July 2023, pp. 10276-10282.
BibTeX TR2023-083 PDF- @inproceedings{Greiff2023jul,
- author = {Greiff, Marcus and Berntorp, Karl and Di Cairano, Stefano},
- title = {Adaptive Smoothing with Ambiguity Fixation for GNSS Post-Processing},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2023,
- editor = {Hideaki Ishii, Yoshio Ebihara, Jun-ichi Imura, Masaki Yamakita},
- pages = {10276--10282},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2023.10.911},
- issn = {2405-8963},
- url = {https://www.merl.com/publications/TR2023-083}
- }
- Nikovski, D., Yerazunis, W.S., Goldsmith, A., "Model-Based Learning Controller Design for a Furuta Pendulum", International Conference on Control, Decision and Information Technologies (CoDIT), DOI: 10.1109/CoDIT58514.2023.10284465, July 2023, pp. 764-767.
BibTeX TR2023-080 PDF- @inproceedings{Nikovski2023jul,
- author = {{Nikovski, Daniel and Yerazunis, William S. and Goldsmith, Abraham}},
- title = {Model-Based Learning Controller Design for a Furuta Pendulum},
- booktitle = {International Conference on Control, Decision and Information Technologies (CoDIT)},
- year = 2023,
- pages = {764--767},
- month = jul,
- doi = {10.1109/CoDIT58514.2023.10284465},
- url = {https://www.merl.com/publications/TR2023-080}
- }
- Deshpande, V.M., Laughman, C.R., "Multi-pass Extended Kalman Smoother with Partially-known Constraints for Estimation of Vapor Compression Cycles", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/j.ifacol.2023.10.381, July 2023, pp. 6751-6758.
BibTeX TR2023-079 PDF- @inproceedings{Deshpande2023jul,
- author = {Deshpande, Vedang M. and Laughman, Christopher R.},
- title = {Multi-pass Extended Kalman Smoother with Partially-known Constraints for Estimation of Vapor Compression Cycles},
- booktitle = {IFAC-PapersOnLine},
- year = 2023,
- pages = {6751--6758},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2023.10.381},
- issn = {ISSN 2405-8963},
- url = {https://www.merl.com/publications/TR2023-079}
- }
- Jha, D.K., Romeres, D., Jain, S., Yerazunis, W.S., Nikovski, D., "Design of Adaptive Compliance Controllers for Safe Robotic Assembly", European Control Conference (ECC), DOI: 10.23919/ECC57647.2023.10178229, June 2023.
BibTeX TR2023-070 PDF- @inproceedings{Jha2023jun,
- author = {Jha, Devesh K. and Romeres, Diego and Jain, Siddarth and Yerazunis, William S. and Nikovski, Daniel},
- title = {Design of Adaptive Compliance Controllers for Safe Robotic Assembly},
- booktitle = {European Control Conference (ECC)},
- year = 2023,
- month = jun,
- doi = {10.23919/ECC57647.2023.10178229},
- url = {https://www.merl.com/publications/TR2023-070}
- }
- Berntorp, K., Menner, M., "Constrained Gaussian-Process State-Space Models for Online Magnetic-Field Estimation", International Conference on Information Fusion (FUSION), DOI: 10.23919/FUSION52260.2023.10224137, June 2023.
BibTeX TR2023-075 PDF- @inproceedings{Berntorp2023jun2,
- author = {Berntorp, Karl and Menner, Marcel},
- title = {Constrained Gaussian-Process State-Space Models for Online Magnetic-Field Estimation},
- booktitle = {International Conference on Information Fusion (FUSION)},
- year = 2023,
- month = jun,
- doi = {10.23919/FUSION52260.2023.10224137},
- url = {https://www.merl.com/publications/TR2023-075}
- }