Adaptation and Learning in Autonomous Systems - Program
Tuesday, April 20
| 17:00-19:00 | Welcoming reception at the Pufendorf Institute at Biskopsgatan 3 in Lund (map). |
Wednesday, April 21
| 08:30 | Registration at the Old Bishop's Palace at Biskopsgatan 1 in Lund (map) |
| 09:15 | Opening by Anders Rantzer, LCCC coordinator |
| 09:30 | Learning to Control - an Agenda
Carl Edward Rasmussen, Cambridge
|
| 10:10 | Coffee |
| 10:40 | Learning bottom-up visual recognition processes using automatically generated ground truth data
Kalle Åström, Lund University
Structural identification of dynamical systems -- overview and reflection
Dag Wedelin, Chalmers University
|
| 12:00 | Lunch |
| 14:00 | Discussion |
| 14:30 | |
| 15:10 | Coffee |
| 15:40 | The Theory of Fast and Robust Adaptation
Naira Hovakimyan, University of Illinois at Urbana-Champaign
Adaptive Control beyond Strictly Positive Real Systems
Rolf Johansson, Lund University
|
| 17:00 | End of the Day |
Thursday, April 22
| 09:00 | Semi-Supervised Regression and System Identification
Lennart Ljung, Linköping University
Convex Relaxations in Optimization-Based Identification of Robust Nonlinear Dynamical Models
Alexander Megretski, LIDS, EECS, MIT
|
| 10:20 | Coffee |
| 10:50 | Adaptive Reliability for Optimizing Quality of Information in Sensor Networks
Tarek Abdelzaher, University of Illinois at Urbana Champaign
Adaptivity and Resource Control in Embedded Systems
Karl-Erik Årzén, Lund University
|
| 12:00 | Lunch |
| 13:20 | Discussion |
| 13:50 | Regression on Manifolds: Nonparametric system identification with applications in control and systems biology
Claire Tomlin, University of California at Berkeley
Adaptation, Learning, Autonomy: A Unifying Perspective
Lena Valavani, Massachusetts Institute of Technology
|
| 15:10 | Coffee |
| 15:40 | Adaptive control and synchronization of complex networks
Alexander Fradkov, IPME, RAS, St.Petersburg
Bursting phenomena in adaptive systems
Karl Johan Åström, Lund University
|
| 17:00 | End of session |
| 18:20 | Gathering at Bangatan 14 (next to Ica Kvantum Malmborgs) (map) |
| 19:00 | Workshop dinner at Häckeberga Castle |
Friday, April 23
| 09:15 | Solving Challenging Non-linear Regression Problems by Manipulating a Gaussian Distribution
Carl Edward Rasmussen, Cambridge University
|
| 10:15 | Coffee |
| 10:45 | Projection Operator Strategies in the Optimization of Trajectory Functionals
John Hauser, University of Colorado at Boulder
|
| 12:00 | Lunch |
| walk to Dept. of Automatic Control | |
| 13:30 | Student presentations |
| 14:30 | lab tour |
| 15:05 | Coffee seminar by Naira Hovakimyan |
| 15:30 | End |