- Lin, C., Sels, D., Ma, Y., Wang, Y., "Stochastic optimal control formalism for an open quantum system", Physical Review, DOI: 10.1103/PhysRevA.102.052605, Vol. 102, pp. 052605, December 2020.
BibTeX TR2020-163 PDF- @article{Lin2020dec,
- author = {Lin, Chungwei and Sels, Dries and Ma, Yanting and Wang, Yebin},
- title = {{Stochastic optimal control formalism for an open quantum system}},
- journal = {Physical Review},
- year = 2020,
- volume = 102,
- pages = 052605,
- month = dec,
- doi = {10.1103/PhysRevA.102.052605},
- url = {https://www.merl.com/publications/TR2020-163}
- }
- Liang, J., Di Cairano, S., Quirynen, R., "Early Termination of Convex QP Solvers in Mixed-Integer Programming for Real-Time Decision Making", L-CSS with ACC 2021 Option, DOI: 10.1109/LCSYS.2020.3038677, Vol. 5, No. 4, pp. 1417-1422, November 2020.
BibTeX TR2020-152 PDF Video- @article{Liang2020nov,
- author = {Liang, Jiaming and {Di Cairano}, Stefano and Quirynen, Rien},
- title = {{Early Termination of Convex QP Solvers in Mixed-Integer Programming for Real-Time Decision Making}},
- journal = {L-CSS with ACC 2021 Option},
- year = 2020,
- volume = 5,
- number = 4,
- pages = {1417--1422},
- month = nov,
- doi = {10.1109/LCSYS.2020.3038677},
- url = {https://www.merl.com/publications/TR2020-152}
- }
- Quirynen, R., Di Cairano, S., "PRESAS: Block-Structured Preconditioning of Iterative Solvers within a Primal Active-Set Method for fast MPC", Optimal Control Applications & Methods, DOI: 10.1002/oca.2652, Vol. 41, No. 6, pp. 2282-2307, September 2020.
BibTeX TR2020-134 PDF- @article{Quirynen2020sep,
- author = {Quirynen, Rien and {Di Cairano}, Stefano},
- title = {{PRESAS: Block-Structured Preconditioning of Iterative Solvers within a Primal Active-Set Method for fast MPC}},
- journal = {Optimal Control Applications \& Methods},
- year = 2020,
- volume = 41,
- number = 6,
- pages = {2282--2307},
- month = sep,
- doi = {10.1002/oca.2652},
- url = {https://www.merl.com/publications/TR2020-134}
- }
- Kalabic, U., Chiu, M., "Cap-and-trade scheme for ridesharing", Intelligent Transportation Systems Conference, DOI: 10.1109/ITSC45102.2020.9294268, September 2020, pp. 3182-3187.
BibTeX TR2020-129 PDF- @inproceedings{Kalabic2020sep,
- author = {Kalabic, Uros and Chiu, Michael},
- title = {{Cap-and-trade scheme for ridesharing}},
- booktitle = {Intelligent Transportation Systems Conference},
- year = 2020,
- pages = {3182--3187},
- month = sep,
- doi = {10.1109/ITSC45102.2020.9294268},
- url = {https://www.merl.com/publications/TR2020-129}
- }
- Chakrabarty, A., Danielson, C., Wang, Y., "Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems", IEEE Conference on Control Technology and Applications, DOI: 10.1109/CCTA41146.2020.9206315, August 2020, pp. 352-357.
BibTeX TR2020-116 PDF- @inproceedings{Chakrabarty2020aug,
- author = {Chakrabarty, Ankush and Danielson, Claus and Wang, Yebin},
- title = {{Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems}},
- booktitle = {IEEE Conference on Control Technology and Applications},
- year = 2020,
- pages = {352--357},
- month = aug,
- publisher = {IEEE},
- doi = {10.1109/CCTA41146.2020.9206315},
- url = {https://www.merl.com/publications/TR2020-116}
- }
- Wang, Y., Satake, A., Furutani, S., Sano, S., "Stable Adaptive Estimation for Speed-sensorless Induction Motor Drives: A Geometric Approach", International Conference on Electrical Machines (ICEM), DOI: 10.1109/ICEM49940.2020.9270926, August 2020, pp. 1232-1238.
BibTeX TR2020-122 PDF- @inproceedings{Wang2020aug,
- author = {Wang, Yebin and Satake, Akira and Furutani, Shinichi and Sano, Sota},
- title = {{Stable Adaptive Estimation for Speed-sensorless Induction Motor Drives: A Geometric Approach}},
- booktitle = {International Conference on Electrical Machines (ICEM)},
- year = 2020,
- pages = {1232--1238},
- month = aug,
- publisher = {IEEE},
- doi = {10.1109/ICEM49940.2020.9270926},
- url = {https://www.merl.com/publications/TR2020-122}
- }
- Zhou, L., Wang, Y., "Improve Speed Estimation for Speed-Sensorless Induction Machines: A Variable Adaptation Gain and Feedforward Approach", International Conference on Electrical Machines (ICEM), DOI: 10.1109/ICEM49940.2020.9270821, August 2020, pp. 1150-1156.
BibTeX TR2020-123 PDF- @inproceedings{Zhou2020aug,
- author = {Zhou, Lei and Wang, Yebin},
- title = {{Improve Speed Estimation for Speed-Sensorless Induction Machines: A Variable Adaptation Gain and Feedforward Approach}},
- booktitle = {International Conference on Electrical Machines (ICEM)},
- year = 2020,
- pages = {1150--1156},
- month = aug,
- publisher = {IEEE},
- doi = {10.1109/ICEM49940.2020.9270821},
- url = {https://www.merl.com/publications/TR2020-123}
- }
- Samad, T., Di Cairano, S., Fagiano, L., Odgaard, P., Rhinehart, R., Bortoff, S.A., "Industry Engagement with Control Research: Perspective and Messages", Annual Reviews In Control, Vol. 49, pp. 1-14, August 2020.
BibTeX TR2020-119 PDF- @article{Samad2020aug,
- author = {Samad, Tariq and {Di Cairano}, Stefano and Fagiano, Lorenzo and Odgaard, Peter and Rhinehart, Russel and Bortoff, Scott A.},
- title = {{Industry Engagement with Control Research: Perspective and Messages}},
- journal = {Annual Reviews In Control},
- year = 2020,
- volume = 49,
- pages = {1--14},
- month = aug,
- url = {https://www.merl.com/publications/TR2020-119}
- }
- Guay, M., Benosman, M., "Finite-time extremum seeking control for a class of unknown static maps", International Journal of Adaptive Control and Signal Processing, July 2020.
BibTeX TR2020-117 PDF- @article{Guay2020jul,
- author = {Guay, Martin and Benosman, Mouhacine},
- title = {{Finite-time extremum seeking control for a class of unknown static maps}},
- journal = {International Journal of Adaptive Control and Signal Processing},
- year = 2020,
- month = jul,
- url = {https://www.merl.com/publications/TR2020-117}
- }
- Steeves, D., Camacho-Solorio, L., Benosman, M., Krstic, M., "Prescribed–time tracking for triangular systems of reaction–diffusion PDEs", World Congress of the International Federation of Automatic Control (IFAC), July 2020.
BibTeX TR2020-118 PDF- @inproceedings{Steeves2020jul,
- author = {Steeves, Drew and Camacho-Solorio, Leobardo and Benosman, Mouhacine and Krstic, Miroslav},
- title = {{Prescribed–time tracking for triangular systems of reaction–diffusion PDEs}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- month = jul,
- url = {https://www.merl.com/publications/TR2020-118}
- }
- Danielson, C., Berntorp, K., Weiss, A., Di Cairano, S., "Robust Motion-Planning for Uncertain Systems with Disturbances using the Invariant-Set Motion-Planner", IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2020.3008126, Vol. 65, No. 10, pp. 4456-4463, July 2020.
BibTeX TR2021-038 PDF- @article{Danielson2020jul,
- author = {Danielson, Claus and Berntorp, Karl and Weiss, Avishai and {Di Cairano}, Stefano},
- title = {{Robust Motion-Planning for Uncertain Systems with Disturbances using the Invariant-Set Motion-Planner}},
- journal = {IEEE Transactions on Automatic Control},
- year = 2020,
- volume = 65,
- number = 10,
- pages = {4456--4463},
- month = jul,
- doi = {10.1109/TAC.2020.3008126},
- url = {https://www.merl.com/publications/TR2021-038}
- }
- Di Cairano, S., Danielson, C., "Indirect Adaptive Model Predictive Control and its Application to Uncertain Linear Systems", International Journal of Robust and Nonlinear Control, DOI: 10.1002/rnc.5166, July 2020.
BibTeX TR2020-115 PDF- @article{DiCairano2020jul,
- author = {{Di Cairano}, Stefano and Danielson, Claus},
- title = {{Indirect Adaptive Model Predictive Control and its Application to Uncertain Linear Systems}},
- journal = {International Journal of Robust and Nonlinear Control},
- year = 2020,
- month = jul,
- doi = {10.1002/rnc.5166},
- url = {https://www.merl.com/publications/TR2020-115}
- }
- Chakrabarty, A., Jha, D.K., Buzzard, G.T., Wang, Y., Vamvoudakis, K., "Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation", IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2020.2978805, July 2020.
BibTeX TR2020-108 PDF- @article{Chakrabarty2020jul2,
- author = {Chakrabarty, Ankush and Jha, Devesh K. and Buzzard, Gregery T. and Wang, Yebin and Vamvoudakis, Kyriakos},
- title = {{Safe Approximate Dynamic Programming via Kernelized Lipschitz Estimation}},
- journal = {IEEE Transactions on Neural Networks and Learning Systems},
- year = 2020,
- month = jul,
- doi = {10.1109/TNNLS.2020.2978805},
- url = {https://www.merl.com/publications/TR2020-108}
- }
- Menner, M., Berntorp, K., Di Cairano, S., "Inverse Learning for Data-driven Calibration of Model-based Statistical Path Planning", Transactions on Intelligent Vehicles, DOI: 10.1109/TIV.2020.3000323, July 2020.
BibTeX TR2020-106 PDF- @article{Menner2020jul,
- author = {Menner, Marcel and Berntorp, Karl and {Di Cairano}, Stefano},
- title = {{Inverse Learning for Data-driven Calibration of Model-based Statistical Path Planning}},
- journal = {Transactions on Intelligent Vehicles},
- year = 2020,
- month = jul,
- doi = {10.1109/TIV.2020.3000323},
- url = {https://www.merl.com/publications/TR2020-106}
- }
- Berntorp, K., "Online Bayesian Tire-Friction Learning by Gaussian-Process State-Space Models", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., DOI: 10.1016/j.ifacol.2020.12.910, July 2020, pp. 13939-13944.
BibTeX TR2020-104 PDF- @inproceedings{Berntorp2020jul,
- author = {Berntorp, Karl},
- title = {{Online Bayesian Tire-Friction Learning by Gaussian-Process State-Space Models}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {13939--13944},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2020.12.910},
- url = {https://www.merl.com/publications/TR2020-104}
- }
- Quirynen, R., Feng, X., Di Cairano, S., "Inexact Adjoint-based SQP Algorithm for Real-Time Stochastic Nonlinear MPC", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., July 2020, pp. 6529-6535.
BibTeX TR2020-103 PDF- @inproceedings{Quirynen2020jul2,
- author = {Quirynen, Rien and Feng, Xuhui and {Di Cairano}, Stefano},
- title = {{Inexact Adjoint-based SQP Algorithm for Real-Time Stochastic Nonlinear MPC}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {6529--6535},
- month = jul,
- publisher = {Elsevier},
- url = {https://www.merl.com/publications/TR2020-103}
- }
- Quirynen, R., Frey, J., Di Cairano, S., "Active-Set based Inexact Interior Point QP Solver for Model Predictive Control", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., July 2020, pp. 6522-6528.
BibTeX TR2020-105 PDF- @inproceedings{Quirynen2020jul3,
- author = {Quirynen, Rien and Frey, Jonathan and {Di Cairano}, Stefano},
- title = {{Active-Set based Inexact Interior Point QP Solver for Model Predictive Control}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {6522--6528},
- month = jul,
- publisher = {Elsevier},
- url = {https://www.merl.com/publications/TR2020-105}
- }
- Muralidharan, V., Weiss, A., Kalabic, U., "Tracking neighboring quasi-satellite orbits around Phobos", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., DOI: 10.1016/j.ifacol.2020.12.1952, July 2020, pp. 14906–14911.
BibTeX TR2020-102 PDF- @inproceedings{Muralidharan2020jul,
- author = {Muralidharan, Vivek and Weiss, Avishai and Kalabic, Uros},
- title = {{Tracking neighboring quasi-satellite orbits around Phobos}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {14906–14911},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2020.12.1952},
- url = {https://www.merl.com/publications/TR2020-102}
- }
- Maske, H., Chu, T., Kalabic, U., "Control of traffic light timing using decentralized deep reinforcement learning", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., DOI: 10.1016/j.ifacol.2020.12.1980, July 2020, pp. 14936-14941.
BibTeX TR2020-101 PDF- @inproceedings{Maske2020jul,
- author = {Maske, Harshal and Chu, Tianshu and Kalabic, Uros},
- title = {{Control of traffic light timing using decentralized deep reinforcement learning}},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {14936--14941},
- month = jul,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2020.12.1980},
- url = {https://www.merl.com/publications/TR2020-101}
- }
- Aguilar Marsillach, D., Di Cairano, S., Weiss, A., "Fail-safe Rendezvous Control on Elliptic Orbits using Reachable Sets", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147957, July 2020, pp. 4920-4925.
BibTeX TR2020-098 PDF- @inproceedings{AguilarMarsillach2020jul,
- author = {Aguilar Marsillach, Daniel and {Di Cairano}, Stefano and Weiss, Avishai},
- title = {{Fail-safe Rendezvous Control on Elliptic Orbits using Reachable Sets}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- pages = {4920--4925},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC45564.2020.9147957},
- issn = {2378-5861},
- isbn = {978-1-5386-8266-1},
- url = {https://www.merl.com/publications/TR2020-098}
- }
- Chakrabarty, A., Berntorp, K., Di Cairano, S., "Learning-based Parameter-Adaptive Reference Governors", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147615, July 2020, pp. 956-961.
BibTeX TR2020-092 PDF- @inproceedings{Chakrabarty2020jul,
- author = {Chakrabarty, Ankush and Berntorp, Karl and {Di Cairano}, Stefano},
- title = {{Learning-based Parameter-Adaptive Reference Governors}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- pages = {956--961},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC45564.2020.9147615},
- url = {https://www.merl.com/publications/TR2020-092}
- }
- Hansen, E., Wang, Y., "Improving Path Accuracy for Autonomous Parking Systems: An Optimal Control Approach", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147980, July 2020, pp. 5243-5249.
BibTeX TR2020-099 PDF- @inproceedings{Hansen2020jul,
- author = {Hansen, Emma and Wang, Yebin},
- title = {{Improving Path Accuracy for Autonomous Parking Systems: An Optimal Control Approach}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- pages = {5243--5249},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC45564.2020.9147980},
- url = {https://www.merl.com/publications/TR2020-099}
- }
- Quirynen, R., Berntorp, K., Kambam, K., Di Cairano, S., "Integrated Obstacle Detection and Avoidance in Motion Planning and Predictive Control of Autonomous Vehicles", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147820, July 2020.
BibTeX TR2020-096 PDF- @inproceedings{Quirynen2020jul,
- author = {Quirynen, Rien and Berntorp, Karl and Kambam, Karthik and {Di Cairano}, Stefano},
- title = {{Integrated Obstacle Detection and Avoidance in Motion Planning and Predictive Control of Autonomous Vehicles}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- month = jul,
- doi = {10.23919/ACC45564.2020.9147820},
- url = {https://www.merl.com/publications/TR2020-096}
- }
- Sahin, Y.E., Quirynen, R., Di Cairano, S., "Autonomous Vehicle Decision-Making and Monitoring based on Signal Temporal Logic and Mixed-Integer Programming", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147917, July 2020.
BibTeX TR2020-095 PDF- @inproceedings{Sahin2020jul,
- author = {Sahin, Yunus Emre and Quirynen, Rien and {Di Cairano}, Stefano},
- title = {{Autonomous Vehicle Decision-Making and Monitoring based on Signal Temporal Logic and Mixed-Integer Programming}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- month = jul,
- doi = {10.23919/ACC45564.2020.9147917},
- url = {https://www.merl.com/publications/TR2020-095}
- }
- Danielson, C., Berntorp, K., Di Cairano, S., Weiss, A., "Motion-Planning for Unicycles using the Invariant-Set Motion-Planner", American Control Conference (ACC), DOI: 10.23919/ACC45564.2020.9147919, June 2020, pp. 1235-1240.
BibTeX TR2020-089 PDF- @inproceedings{Danielson2020jun2,
- author = {Danielson, Claus and Berntorp, Karl and {Di Cairano}, Stefano and Weiss, Avishai},
- title = {{Motion-Planning for Unicycles using the Invariant-Set Motion-Planner}},
- booktitle = {American Control Conference (ACC)},
- year = 2020,
- pages = {1235--1240},
- month = jun,
- publisher = {IEEE},
- doi = {10.23919/ACC45564.2020.9147919},
- issn = {2378-5861},
- isbn = {978-1-5386-8266-1},
- url = {https://www.merl.com/publications/TR2020-089}
- }