Alexandre Bayen

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Dan WorkVanderbilt UniversityVerified email at vanderbilt.edu
Benedetto PiccoliDepartment of Mathematical Sciences and Center for Computational and Integrative Biology, RutgersVerified email at camden.rutgers.edu
Walid KricheneGoogle ResearchVerified email at google.com
Aude HofleitnerResearch Scientist, Manager, FacebookVerified email at fb.com
Saurabh AminMassachusetts Institute of TechnologyVerified email at mit.edu
Pieter AbbeelUC Berkeley | CovariantVerified email at cs.berkeley.edu
Ian M. MitchellDepartment of Computer Science, The University of British ColumbiaVerified email at cs.ubc.ca
Xavier LITRICOLVMHVerified email at lvmhgaia.com
Jack ReillyGraduate Student, University of California at BerkeleyVerified email at berkeley.edu
Xuegang BanUniversity of Washington, SeattleVerified email at uw.edu
Christian ClaudelUT AustinVerified email at utexas.edu
Timothy HunterPh.D. Student, Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
Samitha SamaranayakeCornell UniversityVerified email at alum.mit.edu
goatin paolaINRIAVerified email at inria.fr
Maria Laura Delle MonacheUniversity of California, BerkeleyVerified email at berkeley.edu
Shideh DashtiAssistant Professor of Geotechnical Engineering and Geomechanics, University of Colorado at BoulderVerified email at colorado.edu
Dengfeng SunProfessor of Aeronautics and Astronautics, Purdue UniversityVerified email at purdue.edu
Nikolaos Bekiaris-LiberisAssociate Professor, Electrical & Computer Engineering, Technical University of CreteVerified email at ece.tuc.gr
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Marco GruteserResearch Scientist, Google; former P. Cherasia Scholar & Professor, RutgersVerified email at winlab.rutgers.edu

Alexandre Bayen

Professor Electrical Engineering and Computer Science, UC Berkeley

Verified email at berkeley.edu - Homepage

control optimization mobile sensing crowdsourcing traffic


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Viability Theory: New Directions JP Aubin, A Bayen, P Saint-Pierre Springer Verlag, 2011	3128	2011
The surprising effectiveness of ppo in cooperative multi-agent games C Yu, A Velu, E Vinitsky, J Gao, Y Wang, A Bayen, Y Wu Advances in Neural Information Processing Systems 35, 24611-24624, 2022	1525	2022
A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games IM Mitchell, AM Bayen, CJ Tomlin Automatic Control, IEEE Transactions on 50 (7), 947-957, 2005	1264	2005
Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment JC Herrera, DB Work, R Herring, XJ Ban, Q Jacobson, AM Bayen Transportation Research Part C: Emerging Technologies 18 (4), 568-583, 2010	1236	2010
Virtual trip lines for distributed privacy-preserving traffic monitoring B Hoh, M Gruteser, R Herring, J Ban, D Work, JC Herrera, AM Bayen, ... Proceedings of the 6th international conference on Mobile systems …, 2008	502	2008
Computational techniques for the verification of hybrid systems CJ Tomlin, I Mitchell, AM Bayen, M Oishi Proceedings of the IEEE 91 (7), 986-1001, 2003	501	2003
Understanding road usage patterns in urban areas P Wang, T Hunter, AM Bayen, K Schechtner, MC González Scientific reports 2 (1), 1001, 2012	494	2012
Traffic state estimation on highway: A comprehensive survey T Seo, AM Bayen, T Kusakabe, Y Asakura Annual reviews in control 43, 128-151, 2017	436	2017
Cyber security of water SCADA systems—Part I: Analysis and experimentation of stealthy deception attacks S Amin, X Litrico, S Sastry, AM Bayen IEEE Transactions on Control Systems Technology 21 (5), 1963-1970, 2012	418	2012
An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices DB Work, OP Tossavainen, S Blandin, AM Bayen, T Iwuchukwu, K Tracton 2008 47th IEEE Conference on Decision and Control, 5062-5068, 2008	367	2008
A traffic model for velocity data assimilation D Work, S Blandin, OP Tossavainen, B Piccoli, A Bayen Applied Research Mathematics eXpress (ARMX) 1, 1-35, 2010	346*	2010
Incorporation of Lagrangian measurements in freeway traffic state estimation JC Herrera, AM Bayen Transportation Research Part B: Methodological 44 (4), 460-481, 2010	345	2010
Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network A Hofleitner, R Herring, P Abbeel, A Bayen IEEE Transactions on Intelligent Transportation Systems 13 (4), 1679-1693, 2012	335	2012
Accelerated mirror descent in continuous and discrete time W Krichene, A Bayen, PL Bartlett Advances in neural information processing systems 28, 2015	308	2015
Estimating arterial traffic conditions using sparse probe data R Herring, A Hofleitner, P Abbeel, A Bayen 13th International IEEE Conference on Intelligent Transportation Systems …, 2010	304	2010
Flow: Architecture and benchmarking for reinforcement learning in traffic control C Wu, A Kreidieh, K Parvate, E Vinitsky, AM Bayen arXiv preprint arXiv:1710.05465 10, 2017	290	2017
Emergent complexity and zero-shot transfer via unsupervised environment design M Dennis, N Jaques, E Vinitsky, A Bayen, S Russell, A Critch, S Levine Advances in neural information processing systems 33, 13049-13061, 2020	251	2020
Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning A Hofleitner, R Herring, A Bayen Transportation Research Part B: Methodological 46 (9), 1097-1122, 2012	237	2012
Delay pattern estimation for signalized intersections using sampled travel times X Ban, R Herring, P Hao, AM Bayen Transportation Research Record 2130 (1), 109-119, 2009	227	2009
Path and travel time inference from GPS probe vehicle data T Hunter, R Herring, P Abbeel, A Bayen NIPS Analyzing Networks and Learning with Graphs 12 (1), 2, 2009	219	2009

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