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"occurrence_title":"", "combined_title":"Accessible Word Docs & PowerPoints for Canvas Courses", "event_subtitle":"", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Learn practical ways to make Word Documents and PowerPoints in your Canvas course accessible for all learners.\n\nWe'll explore strategies to create accessible course documents, and demonstrate how to use tools to make your content accessible.\n\nZoom meeting will include automatic captions.\n\nRegister here: https:\/\/umich.zoom.us\/meeting\/register\/UBP50HcySlCdBuk-MJLTnQ#\/registration", "occurrence_notes":null, "guid":"151034-21910745@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/151034", "building_id":"null", "building_name":"Off Campus Location", "campus_maps_id":"1", "room":"", "location_name":"Virtual", "has_livestream":1, "livestream_type":"other", "livetream_require_login":0, "livestream_id":"", "livestream_link":"", "cost":"", "tags":["Digital 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"occurrence_title":"", "combined_title":"CMENAS 2026 Fall Colloquium Series | Chokepoints: Temporalities of Navigation in the Red Sea: Jatin Dua, University of Michigan", "event_subtitle":"Jatin Dua, University of Michigan", "event_type":"Lecture \/ Discussion", "event_type_id":"13", "description":"The story of shipping and of global trade is often narrated as one of ever-increasing efficiency and speed, of transitions from sail to steam to cargo and futures of automation\u2014of making straight lines. But, for as long as there has been trade (and ships) there have been delays and interruptions\u2014rerouters and rerouting. I argue that disruptions and moments when things appear to be stuck or rerouted are neither aberrations nor failures. Rerouting, far from being an exception, is both the norm and, at times, such as this contemporary moment of wars, sanctions, and tariffs, is a condition desired by many as a mode of profit and possibility.\n\nTo showcase the productive possibilities of rerouting, I focus on one sea route\u2014the Bab-el-Mandeb, a key chokepoint for global trade connecting Europe to Asia and the Red Sea to the Indian Ocean. In 2023, in response to Houthi attacks on merchant ships, this shipping route briefly disappeared, as cargo ships were rerouted through the Cape of Good Hope. I tell this story of this rerouting and its consequences both ephemeral and long-lasting from the perspective of a mobile set of actors in the Red Sea. Locating them within longer histories and wider geographies, I argue for the centrality of interruptions within our understandings of circulation and crossings in the Indian Ocean and beyond.\n\nJatin Dua is an associate professor of anthropology at the University of Michigan (U-M). He also directs the Oceans Lab at U-M, dedicated to collaborative and multimodal ways of engaging oceans as anthropological interlocutors. His research explores maritime mobility, and its perils and possibilities, in the Indian Ocean, focusing on processes and projects of governance, law, and economy. His book, *Captured at Sea: Piracy and Protection in the Indian Ocean, published with the University of California Press* (December 2019) [winner of the 2020 Elliot P. Skinner Book Award; shortlisted for the 2024 Monsoon Book Prize and translated into Italian and Greek] is a multi-sited ethnographic and archival engagement with Somali piracy and contestations over legitimate and illegitimate commerce in the Western Indian Ocean. In addition, he has published several articles on maritime anthropology, captivity, political economy, and sovereignty in *Public Culture*, *American Ethnologist*, *Cultural Anthropology,* *Ethnos*, *Annual Review of Anthropology*, *History and Anthropology* and *Comparative Studies in Society and History*. He is currently the editor-in-chief of *Comparative Studies in Society and History*.\n\nRSVP: https:\/\/myumi.ch\/PbbAb\n\nIf there is anything we can do to make this event accessible to you, please contact us. Please be aware that advance notice is necessary as some accommodations may require more time for the university to arrange. 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How do you find a career where you can thrive? Inspired by Stanford\u2019s Designing Your Life curriculum, this interactive, four-week, in-person series will teach Master\u2019s Students principles for designing a fulfilling career. Participants must commit to attending all four sessions. The series includes brief homework assignments, in-class discussions, and out-of-class application activities. This workshop is designed for Master\u2019s Students. Registration closes at 9:00 a.m. on October 19. \nPlease note that your registration status will be marked as pending until all the steps (displayed below) are completed.Registration steps:Thoroughly check the dates to ensure you are available for each session in this workshop series. There are a total of four sessions in this series, and participants are required to attend all four sessions.All sessions will be selected automatically when you register. Please do not deselect any sessions.If you have any questions about this process, please contact Kirsten Elling (kelling@umich.edu) or Maggie Gardner (maggieev@umich.edu).\n", "occurrence_notes":null, "guid":"153222-21915447@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/153222", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"Virtual via Zoom", "has_livestream":0, "cost":"", "tags":["Sessions"], "website":"https:\/\/sessions.studentlife.umich.edu\/p\/track\/18034", "sponsors":[ { "group_name":"Sessions @ Michigan", "group_id":"4791", "website":"https:\/\/sessions.studentlife.umich.edu\/" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":4, "first_occurrence":21915447 } , "151846-21912266": { "datetime_modified":"20260911T095726", "datetime_start":"20261028T140000", "datetime_end":"20261028T160000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"14:00:00", "time_end":"16:00:00", "time_zone":"America\/Detroit", "event_title":"Snack Break | Transfer Student Week 2026", "occurrence_title":"", "combined_title":"Snack Break | Transfer Student Week 2026", "event_subtitle":"", "event_type":"Social \/ Informal Gathering", "event_type_id":"19", "description":"Calling all transfer students! During Transfer Student Week 2026, come grab a treat and get to know us at the Center for the Education of Women+. 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During your job or internship search and once you are onthe job, you want employers and colleagues to recognize your talents andfocus on what you can do. Self-advocacy is an important part of the worldof work, and deciding whether and how to disclose a disability or request reasonable accommodations can be part of that process.In this interactive workshop, you will learn strategies for discussing disability and requesting workplace accommodations. You will also have an opportunity to develop and practice a disclosure or accommodation-request script with peers, helping you build confidence and strengthen your self-advocacy skills.This workshop is intentionally offered in October in recognitionof National Disability Employment Awareness Month.Brought to you by Student Accessibility and Accommodation Services (SAAS) and the University Career Center (UCC).\u00a0This event's information is shown in Handshake as well as on the Happening @ Michigan calendar so that it will be seen by a larger number of U-M Students. You can only register to attend this event within Handshake. If you'd like to indicate that you'll be attending this event and see more details, please go to this webpage: https:\/\/umich.joinhandshake.com\/events\/2019017\/share_previewWe want to ensure full and equitable participation in our events. If an accessibility accommodation would promote your full participation in this event, please indicate your accommodation requirements via the link below, preferably at least 14 days prior to the program to ensure sufficienttime for arranging your requested accommodation(s) or exploring suitable alternatives. If you have any questions regarding access to our programs,please don't hesitate to reach out to Jocelyn Gaydos at jmgaydos@umich.edu. 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undergraduate student interested in earning a master\u2019s degree from the U-M School of Information on an accelerated timeline?\nThe U-M Accelerated Master\u2019s Degree Program (UM-AMDP) offers eligible U-M students a reduced-credit pathway to a UMSI master\u2019s degree. Rather than completing the standard 48 credits, UM-AMDP students complete 39 credits, which may allow them to graduate in as little as 1.5 years\u2014or three semesters.\nJoin one of our virtual UM-AMDP Information Sessions to learn how you can continue your education at Michigan and deepen your expertise in the information field.\nEach session includes:\n\nAn introduction to the UM-AMDP and an overview of the curriculum \nInformation about eligibility, application requirements, and deadlines \nDetails about the reduced-credit pathway and expected timeline \nLive Q&A with a member of the UMSI admissions team\n\nWhether you\u2019re beginning to explore your options or preparing to apply, this session will help you understand the program and determine whether the UM-AMDP is the right next step for you.", "occurrence_notes":null, "guid":"150830-21910245@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/150830", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"Virtual", "has_livestream":0, "cost":"", "tags":["Sessions"], "website":"https:\/\/sessions.studentlife.umich.edu\/p\/track\/17661", "sponsors":[ { "group_name":"Sessions @ Michigan", "group_id":"4791", "website":"https:\/\/sessions.studentlife.umich.edu\/" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":4, "first_occurrence":21910245 } , "150202-21908390": { "datetime_modified":"20260818T120829", "datetime_start":"20261028T151000", "datetime_end":"20261028T161000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"15:10:00", "time_end":"16:10:00", "time_zone":"America\/Detroit", "event_title":"MIPSE Seminar | Multiscale Analysis of the Energetics of a Sonoluminescing Plasma Blackbody: What Are the Limits of Energy Density Concentration that Can Be Achieved with Collapsing Bubbles?", "occurrence_title":"", "combined_title":"MIPSE Seminar | Multiscale Analysis of the Energetics of a Sonoluminescing Plasma Blackbody: What Are the Limits of Energy Density Concentration that Can Be Achieved with Collapsing Bubbles?: Prof. Seth Putterman, University of California, Los Angeles", "event_subtitle":"Prof. Seth Putterman, University of California, Los Angeles", "event_type":"Lecture \/ Discussion", "event_type_id":"13", "description":"Abstract: \nA gas bubble in a fluid can concentrate the energy density of a sound wave by 12 orders of magnitude to create picosecond flashes of light that originate in a dense strongly coupled plasma. An abiding question is: what are the limits of energy focusing that can be realized with sonoluminescence? Our attempt at an answer involves a multiscale simulation of an imploding bubble. The fluid must be described by compressible fluid mechanics as the velocity of implosion exceeds Mach 1. The gas containing fluid cavity is described by molecular dynamics as the gradients of temperature and velocity can be very steep. The available energy per atom matches the measured emissivity and temperature, provided the ionization energy is much lower than current theories. Application of compressed ultrafast photography to laser breakdown of dense gases reveals a consistent requirement on the large reduction of the ionization potential in these plasmas. Our multiscale analysis allows predictions for regions of parameter space where energy density concentration is substantially larger.\n\nAbout the Speaker: \nSeth Putterman is a Professor of Physics at UCLA, and President of the Julian Schwinger Foundation for Physics Research. He received a BS from Caltech and a PhD from Rockefeller University with George E. Uhlenbeck. Putterman\u2019s thesis on the macroscopic theory of superfluids was expanded into a monograph. His theoretical research in nonlinear fluid mechanics and acoustics motivated him to set up an experimental lab which probed energy-focusing phenomena such as sonoluminescence, X-ray emission from triboelectrification, and crystal-generated nuclear fusion. Putterman [with Porrati] developed the foundational theory of sequential quantum jumps in a driven system such as intermittency in the fluorescence of a single trapped ion. He has served on the Defense Sciences Research Council. His work on sonoluminescence was featured on BBC2 Horizon, \u201cAn Experiment to Save the World\u201d. He is a Fellow of the Acoustical Society of America and the American Physical Society and recipient of a Sloan Fellowship. Putterman was named the UCLA 2010\u20132011 Faculty Research Lecturer. Currently he is PI on a phase 2 clinical trial at UCLA hospital aimed at curing chronic wounds. Nature profiled his out of the mainstream approach to science in their October 2005 issue.\n\nThe seminar will be conducted in person, with livestream on Zoom. For more information, please check the MIPSE website: https:\/\/mipse.umich.edu\/seminars_2627.php#fall2026", "occurrence_notes":null, "guid":"150202-21908390@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/150202", "building_id":"1000448", "building_name":"Electrical Engineering and Computer Science Building", "campus_maps_id":"56", "room":"1003", "location_name":"Electrical Engineering and Computer Science Building", "has_livestream":0, "cost":"", "tags":["seminar","Research","Plasma","Physics","Michigan Engineering"], "website":"https:\/\/mipse.umich.edu\/seminars_2627.php", "sponsors":[ { "group_name":"Michigan Institute for Plasma Science and Engineering (MIPSE)", "group_id":"4073", "website":"" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_thumb\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_2x\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb_square\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large_lightbox\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_crop\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_list\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_grid_2x\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_feature_large\/media\/attachments\/2026\/08\/event_150202_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/08\/event_150202_original-1.jpg" }, "occurrence_count":1, "first_occurrence":21908390 } , "151752-21912123": { "datetime_modified":"20260908T151707", "datetime_start":"20261028T160000", "datetime_end":"20261028T170000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"16:00:00", "time_end":"17:00:00", "time_zone":"America\/Detroit", "event_title":"German Convo on the Go", "occurrence_title":"", "combined_title":"German Convo on the Go", "event_subtitle":"", "event_type":"Social \/ Informal Gathering", "event_type_id":"19", "description":"Meet at Burton Tower for a 1-hour walk and talk in German with Mary Gell (magell@umich.edu). This event happens 'rain or shine.' Open to speakers of German at all levels.", "occurrence_notes":null, "guid":"151752-21912123@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/151752", "building_id":"1000155", "building_name":"Burton Memorial Tower", "campus_maps_id":"25", "room":"Meet Outside the Tower", "location_name":"Burton Memorial Tower", "has_livestream":0, "cost":"", "tags":["German Studies","Language","Humanities","Germanic Languages And Literatures","German","European"], "website":"", "sponsors":[ { "group_name":"Germanic Languages & Literatures", "group_id":"3621", "website":"http:\/\/www.facebook.com\/umichGerman\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/09\/event_151752_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/09\/event_151752_original-1.jpg" }, "occurrence_count":13, "first_occurrence":21912116 } , "150959-21910622": { "datetime_modified":"20260915T123858", "datetime_start":"20261028T160000", "datetime_end":"20261028T173000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"16:00:00", "time_end":"17:30:00", "time_zone":"America\/Detroit", "event_title":"How Wonderful A Good Map Is: How I Came To Chart The Wolverine", "occurrence_title":"", "combined_title":"How Wonderful A Good Map Is: How I Came To Chart The Wolverine: Women Cartographers", "event_subtitle":"Women Cartographers", "event_type":"Lecture \/ Discussion", "event_type_id":"13", "description":"Artist Elaine S. Wilson will describe her ongoing project, Charting the Wolverine, from its inception in 2008 to its current state with 31 \u201cmap-prints\u201d and over 240 watercolors created. She'll describe her research of historic atlases and maps and her adventures on the back roads of Michigan and Indiana along the railroad tracks making watercolors and drawings. Join us in the Clark Library or via Zoom (https:\/\/myumi.ch\/2jjkZ).\n\nCharting the Wolverine is a series of digital prints about what you see when you ride Amtrak's Wolverine train from Ann Arbor, MI to Chicago.\n\nThis event is made possible through the Dr. Bernard Sivak Memorial Fund.", "occurrence_notes":null, "guid":"150959-21910622@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/150959", "building_id":"1000181", "building_name":"Hatcher Graduate Library", "campus_maps_id":"65", "room":"Clark Library (2nd floor)", "location_name":"Hatcher Graduate Library", "has_livestream":1, "livestream_type":"zoom", "livetream_require_login":0, "livestream_id":"97652437124", "livestream_link":"https:\/\/umich.zoom.us\/j\/97652437124", "cost":"", "tags":["Maps","Library","Free"], "website":"https:\/\/www.lib.umich.edu\/events", "sponsors":[ { "group_name":"University Library", "group_id":"1186", "website":"https:\/\/www.facebook.com\/UMichLibrary\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/08\/event_150959_original-1.png", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/08\/event_150959_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/08\/event_150959_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/08\/event_150959_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/08\/event_150959_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/08\/event_150959_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/08\/event_150959_original-1.png" }, "occurrence_count":1, "first_occurrence":21910622 } , "148617-21904532": { "datetime_modified":"20260903T140455", "datetime_start":"20261028T160000", "datetime_end":"20261028T170000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"16:00:00", "time_end":"17:00:00", "time_zone":"America\/Detroit", "event_title":"Policy Gradient Flow for Stochastic Control", "occurrence_title":"", "combined_title":"Policy Gradient Flow for Stochastic Control: Zhenjie Ren, University of Evry", "event_subtitle":"Zhenjie Ren, University of Evry", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Reinforcement learning has achieved remarkable success in landmark applications such as AlphaGo and AlphaFold, and is increasingly expected to play a central role in emerging domains such as autonomous driving. A substantial body of work has established theoretical foundations for classical reinforcement learning algorithms, including temporal-difference learning, policy iteration, and Q-learning. By contrast, policy gradient descent, despite its widespread use, remains less well understood from a theoretical perspective, largely because of its non-convex structure and the complexity of the underlying functional space. Existing convergence analyses typically require uniform regularity assumptions on the policy, viewed as a feedback control function, along the gradient flow; moreover, the resulting convergence rates depend on these regularity bounds. In this work, we significantly strengthen the existing convergence theory. Our key insight is to relate policy gradient descent to a mirror flow on the space of probability measures over controlled trajectories, where the Bregman divergence is induced by the convex control cost. We rigorously prove a JKO-type convergence result showing that the discrete-time mirror flow converges to its continuous-time counterpart, and we identify the limiting dynamics as a preconditioned policy gradient descent flow on the space of control processes. Leveraging this mirror-flow perspective, we establish an exponential convergence rate that is independent of policy regularity. The convergence holds both in Bregman divergence and in the value of the associated control problem.", "occurrence_notes":null, "guid":"148617-21904532@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/148617", "building_id":"1000166", "building_name":"East Hall", "campus_maps_id":"53", "room":"1360", "location_name":"East Hall", "has_livestream":0, "cost":"", "tags":["Mathematics"], "website":"", "sponsors":[ { "group_name":"Financial\/Actuarial Mathematics Seminar - Department of Mathematics", "group_id":"4890", "website":"" }, { "group_name":"Department of Mathematics", "group_id":"3791", "website":"" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":1, "first_occurrence":21904532 } , "150138-21908180": { "datetime_modified":"20260811T150437", "datetime_start":"20261028T160000", "datetime_end":"20261028T172000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"16:00:00", "time_end":"17:20:00", "time_zone":"America\/Detroit", "event_title":"RTG SEMINAR: Geometry, Topology, Dynamics TBA", "occurrence_title":"", "combined_title":"RTG SEMINAR: Geometry, Topology, Dynamics TBA: Srivastav Kunnawalkam Ellayavalli (Berkeley)", "event_subtitle":"Srivastav Kunnawalkam Ellayavalli (Berkeley)", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"TBA", "occurrence_notes":null, "guid":"150138-21908180@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/150138", "building_id":"1000166", "building_name":"East Hall", "campus_maps_id":"53", "room":"3866", "location_name":"East Hall", "has_livestream":0, "cost":"", "tags":["Mathematics"], "website":"", "sponsors":[ { "group_name":"RTG Seminar on Geometry, Dynamics and Topology - Department of Mathematics", "group_id":"4900", "website":"" }, { "group_name":"Department of Mathematics", "group_id":"3791", "website":"" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":1, "first_occurrence":21908180 } , "149584-21906726": { "datetime_modified":"20261011T202228", "datetime_start":"20261028T163000", "datetime_end":"20261028T173000", "has_end_time":1, "date_start":"2026-10-28", "date_end":"2026-10-28", "time_start":"16:30:00", "time_end":"17:30:00", "time_zone":"America\/Detroit", "event_title":"Pre-Law 101 Information Session", "occurrence_title":"", "combined_title":"Pre-Law 101 Information Session", "event_subtitle":"", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"The Pre-Law 101 Info Session is an exploratory program that focuses on developing strategies to explore the legal field and provides an overview of the law school admission process. The session will include a presentation given by Pre-Law Advisors followed by a live Q & A period. The session is open to all interested University of Michigan students and alumni.", "occurrence_notes":null, "guid":"149584-21906726@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/149584", "building_id":"", "building_name":"", "campus_maps_id":"", "room":"", "location_name":"G243", "has_livestream":0, "cost":"", "tags":["Sessions"], "website":"https:\/\/sessions.studentlife.umich.edu\/p\/track\/17480", "sponsors":[ { "group_name":"Sessions @ Michigan", "group_id":"4791", "website":"https:\/\/sessions.studentlife.umich.edu\/" } ], "image_url":"", "styled_images":{ "event_thumb":"", "event_large":"", "event_large_2x":"", "event_large_lightbox":"", "group_thumb":"", "group_thumb_square":"", "group_large":"", "group_large_lightbox":"", "event_large_crop":"", "event_list":"", "event_list_2x":"", "event_grid":"", "event_grid_2x":"", "event_feature_large":"", "event_feature_thumb":"" }, "occurrence_count":1, "first_occurrence":21906726 } }