Looking forward to seeing everyone in California this week L4DC Conference! I'll be there with 4 lab members who will present two papers, both on implicit learning for non-smooth/hybrid/stiff functions. The key idea is *not* the implicit representation, but the implicit losses 1/

Flying to Stanford for L4DC Conference! Look forward to meeting old and new friends!

Please check out our L4DC Conference poster #13 this Friday afternoon at Stanford! Our LIDARer kelvinzhaozg_ will present the collaborative work with SimiaoZuo Tuo Zhao on combining adversarial learning with trajectory optimization! Robotics@GT Georgia Tech ME Georgia Tech ISyE Machine Learning at Georgia Tech

A power outage is affecting Stanford campus and our venue. As of now, we don't have an ETA for when everything is back. Updates here: emergency.stanford.edu We are working on a contingency plan. Stay tuned!

Location update for the conference: due to a campus-wide power outage, L4DC will move off-campus to this nearby venue: Palo Alto Event Center, 4249 El Camino Real, Palo Alto, CA 94306 (10-minute drive from the old venue) paloaltoeventcenter.com (edited)

L4DC 2022 kick off in 20 minutes! Stephen Boyd keynote at 9:00 AM PST!

L4DC off to a great start with an excellent keynote from Stephen Boyd!

L4DC is being live-streamed for those who couldn't make it in person: livestream.com/accounts/19731…

Sarah Dean's keynote on Preference and Participation Dynamics in Learning Systems is happening now!

Last (but not least) keynote of the day by Chuchu Fan on Learning Certifiably Safe Control for Large-Scale Autonomous Systems

Successfully closed our first poster session with great works under palm trees and at the pool! #California #L4DC2022

Here are the L4DC 2022 proceedings: proceedings.mlr.press/v168/

Our paper "Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control" (with Francesco De Lellis, Marco Coraggio, Giovanni Russo and Mario di Bernardo) will be presented today at L4DC Conference Link to the paper: proceedings.mlr.press/v168/lellis22a… #l4dc2022

Starting the second day of L4DC 2022 with a great keynote by Daniela Rus!

Our final keynote speaker Monroe Kennedy is discussing Modeling for Multi-Agent Collaboration!

Concluding L4DC 2022 with a panel discussion on the future of L4DC community!

Live stream recordings are now available on Youtube! Watch Day 1: youtube.com/watch?v=-VUjaI… and Day 2: youtube.com/watch?v=-CcKyL…

#L4DC2023 website is now live! Don't forget to follow L4DC Conference to stay posted!

We have a date! The 5th annual conference on Learning for Dynamics and Control will be held June 15-16, 2023, at the University of Pennsylvania. Reminder that the submission deadline is Nov. 18, 2022! l4dc.seas.upenn.edu

🚨🚨🚨 For the first time, L4DC will also have a day of pre-conference tutorials! We have an awesome lineup: a session on policy gradient methods in control and a session from Google AI on using JAX for L4DC applications! See l4dc.seas.upenn.edu/tutorials/ for details! 🚨🚨🚨