- Vinod, A.P., Safaoui, S., Summers, T., Yoshikawa, N., Di Cairano, S., "Decentralized, Safe, Multi-agent Motion Planning for Drones Under Uncertainty via Filtered Reinforcement Learning", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2024.3433229, Vol. 32, No. 6, pp. 2492-2499, January 2025.
BibTeX TR2024-136 PDF- @article{Vinod2025jan,
- author = {Vinod, Abraham P. and Safaoui, Sleiman and Summers, Tyler and Yoshikawa, Nobuyuki and Di Cairano, Stefano}},
- title = {Decentralized, Safe, Multi-agent Motion Planning for Drones Under Uncertainty via Filtered Reinforcement Learning},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2025,
- volume = 32,
- number = 6,
- pages = {2492--2499},
- month = jan,
- doi = {10.1109/TCST.2024.3433229},
- url = {https://www.merl.com/publications/TR2024-136}
- }
- Quirynen, R., Safaoui, S., Di Cairano, S., "Real-time Mixed-Integer Quadratic Programming for Vehicle Decision Making and Motion Planning", IEEE Transactions on Control Systems Technology, September 2024.
BibTeX TR2024-123 PDF- @article{Quirynen2024sep,
- author = {Quirynen, Rien and Safaoui, Sleiman and Di Cairano, Stefano}},
- title = {Real-time Mixed-Integer Quadratic Programming for Vehicle Decision Making and Motion Planning},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2024,
- month = sep,
- url = {https://www.merl.com/publications/TR2024-123}
- }
- Safaoui, S., Vinod, A.P., Chakrabarty, A., Quirynen, R., Yoshikawa, N., Di Cairano, S., "Safe multi-agent motion planning under uncertainty for drones using filtered reinforcement learning", IEEE Transactions on Robotics, DOI: 10.1109/TRO.2024.3387010, Vol. 40, pp. 2529-2542, July 2024.
BibTeX TR2024-048 PDF Video- @article{Safaoui2024jul,
- author = {Safaoui, Sleiman and Vinod, Abraham P. and Chakrabarty, Ankush and Quirynen, Rien and Yoshikawa, Nobuyuki and Di Cairano, Stefano},
- title = {Safe multi-agent motion planning under uncertainty for drones using filtered reinforcement learning},
- journal = {IEEE Transactions on Robotics},
- year = 2024,
- volume = 40,
- pages = {2529--2542},
- month = jul,
- doi = {10.1109/TRO.2024.3387010},
- url = {https://www.merl.com/publications/TR2024-048}
- }
- Huang, Y., Greiff, M., Vinod, A.P., Di Cairano, S., "Leveraging Computational Fluid Dynamics in UAV Motion Planning", American Control Conference (ACC), DOI: 10.23919/ACC60939.2024.10644753, July 2024, pp. 375-381.
BibTeX TR2024-050 PDF Video- @inproceedings{Huang2024jul,
- author = {Huang, Yunshen and Greiff, Marcus and Vinod, Abraham P. and Di Cairano, Stefano}},
- title = {Leveraging Computational Fluid Dynamics in UAV Motion Planning},
- booktitle = {American Control Conference (ACC)},
- year = 2024,
- pages = {375--381},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC60939.2024.10644753},
- url = {https://www.merl.com/publications/TR2024-050}
- }
- Kim, T., Vinod, A.P., Di Cairano, S., "Decoupled Trajectory Planning for Monitoring UAVs and UGV Carrier by Reachable Sets", American Control Conference (ACC), DOI: 10.23919/ACC60939.2024.10644642, July 2024, pp. 587-593.
BibTeX TR2024-092 PDF- @inproceedings{Kim2024jul,
- author = {Kim, Taewan and Vinod, Abraham P. and Di Cairano, Stefano}},
- title = {Decoupled Trajectory Planning for Monitoring UAVs and UGV Carrier by Reachable Sets},
- booktitle = {American Control Conference (ACC)},
- year = 2024,
- pages = {587--593},
- month = jul,
- publisher = {IEEE},
- doi = {10.23919/ACC60939.2024.10644642},
- url = {https://www.merl.com/publications/TR2024-092}
- }
- Wang, N., Di Cairano, S., Sanfelice, R., "A Switched Reference Governor for High Performance Trajectory Tracking under State and Input Constraints", American Control Conference (ACC), July 2024.
BibTeX TR2024-091 PDF- @inproceedings{Wang2024jul,
- author = {Wang, Nan and Di Cairano, Stefano and Sanfelice, Ricardo}},
- title = {A Switched Reference Governor for High Performance Trajectory Tracking under State and Input Constraints},
- booktitle = {American Control Conference (ACC)},
- year = 2024,
- month = jul,
- url = {https://www.merl.com/publications/TR2024-091}
- }
- Di Cairano, S., Skibik, T., Vinod, A.P., Weiss, A., Berntorp, K., Okura, Y., "Parametrized Maneuvers Governor for Decision Making in Automated Driving" in Nonlinear and Constrained Control - Applications, Synergies, Challenges and Opportunities., June 2024.
BibTeX TR2024-086 PDF- @incollection{DiCairano2024jun,
- author = {Di Cairano, Stefano and Skibik, Terrence and Vinod, Abraham P. and Weiss, Avishai and Berntorp, Karl and Okura, Yuichi}},
- title = {Parametrized Maneuvers Governor for Decision Making in Automated Driving},
- booktitle = {Nonlinear and Constrained Control - Applications, Synergies, Challenges and Opportunities.},
- year = 2024,
- month = jun,
- url = {https://www.merl.com/publications/TR2024-086}
- }
- Greiff, M., Weiss, A., Berntorp, K., Di Cairano, S., "A Robust Invariant Set Planner For Quadrotors", European Control Conference (ECC), DOI: 10.23919/ECC64448.2024.10590943, June 2024.
BibTeX TR2024-081 PDF- @inproceedings{Greiff2024jun,
- author = {Greiff, Marcus and Weiss, Avishai and Berntorp, Karl and Di Cairano, Stefano}},
- title = {A Robust Invariant Set Planner For Quadrotors},
- booktitle = {European Control Conference (ECC)},
- year = 2024,
- month = jun,
- publisher = {IEEE},
- doi = {10.23919/ECC64448.2024.10590943},
- url = {https://www.merl.com/publications/TR2024-081}
- }
- Nayak, S., Greiff, M., Raghunathan, A., Di Cairano, S., Vinod, A.P., "Data-driven monitoring with mobile sensors and charging stations using multi-arm bandits and coordinated motion planners", American Control Conference (ACC), DOI: 10.23919/ACC60939.2024.10644645, June 2024, pp. 299-305.
BibTeX TR2024-078 PDF- @inproceedings{Nayak2024jun,
- author = {Nayak, Siddharth and Greiff, Marcus and Raghunathan, Arvind and Di Cairano, Stefano and Vinod, Abraham P.}},
- title = {Data-driven monitoring with mobile sensors and charging stations using multi-arm bandits and coordinated motion planners},
- booktitle = {American Control Conference (ACC)},
- year = 2024,
- pages = {299--305},
- month = jun,
- publisher = {IEEE},
- doi = {10.23919/ACC60939.2024.10644645},
- url = {https://www.merl.com/publications/TR2024-078}
- }
- Vinod, A.P., Yamazaki, S., Chakrabarty, A., Yoshikawa, N., Di Cairano, S., "Aircraft Approach Management using Reachability and Dynamic Programming", American Control Conference (ACC), DOI: 10.23919/ACC60939.2024.10644902, June 2024, pp. 318-324.
BibTeX TR2024-079 PDF- @inproceedings{Vinod2024jun,
- author = {{Vinod, Abraham P. and Yamazaki, Sachiyo and Chakrabarty, Ankush and Yoshikawa, Nobuyuki and Di Cairano, Stefano}},
- title = {Aircraft Approach Management using Reachability and Dynamic Programming},
- booktitle = {American Control Conference (ACC)},
- year = 2024,
- pages = {318--324},
- month = jun,
- publisher = {IEEE},
- doi = {10.23919/ACC60939.2024.10644902},
- url = {https://www.merl.com/publications/TR2024-079}
- }
- Johnson, R.S., Di Cairano, S., Sanfelice, R., "Robust Parameter Estimation for Hybrid Dynamical Systems with Linear Parametric Uncertainty", Automatica, DOI: 10.1016/j.automatica.2024.111766, June 2024.
BibTeX TR2024-076 PDF- @article{Johnson2024jun,
- author = {Johnson, Ryan S. and Di Cairano, Stefano and Sanfelice, Ricardo}},
- title = {Robust Parameter Estimation for Hybrid Dynamical Systems with Linear Parametric Uncertainty},
- journal = {Automatica},
- year = 2024,
- month = jun,
- doi = {10.1016/j.automatica.2024.111766},
- url = {https://www.merl.com/publications/TR2024-076}
- }
- Reiter, R., Quirynen, R., Diehl, M., Di Cairano, S., "Equivariant Deep Learning of Mixed-Integer Optimal Control Solutions for Vehicle Decision Making and Motion Planning", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2024.3400571, May 2024.
BibTeX TR2024-056 PDF- @article{Reiter2024may2,
- author = {Reiter, Rudolf and Quirynen, Rien and Diehl, Moritz and Di Cairano, Stefano}},
- title = {Equivariant Deep Learning of Mixed-Integer Optimal Control Solutions for Vehicle Decision Making and Motion Planning},
- journal = {IEEE Transactions on Control Systems Technology},
- year = 2024,
- month = may,
- doi = {10.1109/TCST.2024.3400571},
- url = {https://www.merl.com/publications/TR2024-056}
- }
- Sinhmar, H., Greiff, M., Di Cairano, S., ,, "Practical and Safe Navigation Function Based Motion Planning of UAVs", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA57147.2024.10611255, May 2024.
BibTeX TR2024-055 PDF- @inproceedings{Sinhmar2024may,
- author = {Sinhmar, Himani and Greiff, Marcus and Di Cairano, Stefano and }},
- title = {Practical and Safe Navigation Function Based Motion Planning of UAVs},
- booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
- year = 2024,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICRA57147.2024.10611255},
- url = {https://www.merl.com/publications/TR2024-055}
- }
- Dai, J., Wang, Z., Wang, Y., Quirynen, R., Di Cairano, S., "Path Planning and Motion Control for Accurate Positioning of Car-like Robots", arXiv, May 2024.
BibTeX arXiv- @article{Dai2024may,
- author = {Dai, Jin and Wang, Zejiang and Wang, Yebin and Quirynen, Rien and Di Cairano, Stefano}},
- title = {Path Planning and Motion Control for Accurate Positioning of Car-like Robots},
- journal = {arXiv},
- year = 2024,
- month = may,
- url = {https://arxiv.org/abs/2405.06290}
- }
- Vinod, A.P., Weiss, A., Di Cairano, S., "Projection-free computation of robust controllable sets with constrained zonotopes", arXiv, March 2024.
BibTeX arXiv- @article{Vinod2024mar,
- author = {Vinod, Abraham P. and Weiss, Avishai and Di Cairano, Stefano},
- title = {Projection-free computation of robust controllable sets with constrained zonotopes},
- journal = {arXiv},
- year = 2024,
- month = mar,
- url = {https://arxiv.org/abs/2403.13730}
- }
- Srinivas, N., Vinod, A.P., Di Cairano, S., Weiss, A., "Lunar Landing with Feasible Divert using Controllable Sets", AIAA SciTech, DOI: 10.2514/6.2024-0324, January 2024, pp. AIAA 2024-0324.
BibTeX TR2024-004 PDF- @inproceedings{Srinivas2024jan,
- author = {Srinivas, Neeraj and Vinod, Abraham P. and Di Cairano, Stefano and Weiss, Avishai},
- title = {Lunar Landing with Feasible Divert using Controllable Sets},
- booktitle = {AIAA SCITECH 2024 Forum},
- year = 2024,
- pages = {AIAA 2024--0324},
- month = jan,
- doi = {10.2514/6.2024-0324},
- url = {https://www.merl.com/publications/TR2024-004}
- }
- Bonzanini, A.D., Mesbah, A., Di Cairano, S., "Perception-Aware Model Predictive Control for Constrained Control in Unknown Environments", Automatica, DOI: 10.1016/j.automatica.2023.111418, December 2023.
BibTeX TR2023-147 PDF- @article{Bonzanini2023dec,
- author = {Bonzanini, Angelo Domenico and Mesbah, Ali and Di Cairano, Stefano},
- title = {Perception-Aware Model Predictive Control for Constrained Control in Unknown Environments},
- journal = {Automatica},
- year = 2023,
- month = dec,
- doi = {10.1016/j.automatica.2023.111418},
- url = {https://www.merl.com/publications/TR2023-147}
- }
- 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}
- }
- 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}
- }
- 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., 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}
- }
- 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}
- }
- 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}
- }