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L4DC Conference

@l4dc_conf

Learning for Dynamics and Control (L4DC) Conference 2025 at the University of Michigan, Ann Arbor. #L4DC2025

ID: 1549889406311534592

linkhttps://sites.google.com/umich.edu/l4dc2025/ calendar_today20-07-2022 22:50:24

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Best paper award finalists have been announced: sites.google.com/umich.edu/l4dc… and conference proceedings are available online: proceedings.mlr.press/v283/ Opening Reception will be at 6pm on June 4 at the Ford Robotics Building (FRB) on North Campus. We look forward to seeing you soon!

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Welcome to Ann Arbor and tutorial day of L4DC Conference 2025! The tutorial session is under going. "Neural Networks in the Loop: a Tutorial on Robust Machine Learning for Control" by Ian Manchester, Peter Seiler, Bin Hu

Welcome to Ann Arbor and tutorial day of <a href="/l4dc_conf/">L4DC Conference</a> 2025! 

The tutorial session is under going.
"Neural Networks in the Loop: a Tutorial on Robust Machine Learning for Control" by Ian Manchester, Peter Seiler, Bin Hu
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Tutorial Day "Higher-Order Learning Dynamics in Games" by Panayotis Mertikopoulos, Lacra Pavel, Jeff S. Shamma Wish you enjoy the conference! Please share your photos and thoughts with our tag #L4DC2025!

Tutorial Day 
"Higher-Order Learning Dynamics in Games" by Panayotis Mertikopoulos, Lacra Pavel, Jeff S. Shamma  

Wish you enjoy the conference! Please share your photos and thoughts with our tag #L4DC2025!
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We have two afternoon tutorial sessions just started! "Capabilities of Large Language Models (LLMs) in Control Engineering" by Bin Hu and "The Scenario Approach: Data Science for Decision and Control" by Marco Claudio Campi and Simone Garatti #L4DC2025

We have two afternoon tutorial sessions just started!

"Capabilities of Large Language Models (LLMs) in Control Engineering" by Bin Hu
and
"The Scenario Approach: Data Science for Decision and Control" by Marco Claudio Campi and Simone Garatti

#L4DC2025
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Welcome to L4DC 2025 in Ann Arbor. Day 1 of the conference is starting with opening remarks from Necmiye Ozay. You can find out more on the program, schedule, and things to explore in Ann Arbor here sites.google.com/umich.edu/l4dc… #L4DC2025

Welcome to L4DC 2025 in Ann Arbor. Day 1 of the conference is starting with opening remarks from <a href="/necozay/">Necmiye Ozay</a>.

You can find out more on the program, schedule, and things to explore in Ann Arbor here sites.google.com/umich.edu/l4dc…

#L4DC2025
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Second Keynote: “Some variants of gradient dominance conditions motivated by LQR direct policy optimization” by Eduardo Sontag (Northeastern University) #L4DC2025

Second Keynote: 

“Some variants of gradient dominance conditions motivated by LQR direct policy optimization” by Eduardo Sontag (Northeastern University)

#L4DC2025
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Third Keynote: “Federated Reinforcement Learning: Statistical and Communication Trade-offs” by Yuejie Chi (Carnegie Mellon University)

Third Keynote:

“Federated Reinforcement Learning: Statistical and Communication Trade-offs” by Yuejie Chi (Carnegie Mellon University)
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Kicking Day 2 of #L4DC2025! Keynote: “You Trained with Offline RL---But How to Tune It?” by Nan Jiang (University of Illinois, Urbana Champaign)

Kicking Day 2 of #L4DC2025! 

Keynote: 
“You Trained with Offline RL---But How to Tune It?” by Nan Jiang (University of Illinois, Urbana Champaign)
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Keynote: “Optimizing Data for Decision-Making” by Asuman Ozdaglar (Massachusetts Institute of Technology) #L4DC2025

Keynote:

“Optimizing Data for Decision-Making” by Asuman Ozdaglar (Massachusetts Institute of Technology)

#L4DC2025