Workshop by Sponsor: Emerging Challenges of Network-Enabled Control and Optimization

OrganizersShandong University of Science and Technology (Platinum Sponsor)

Location: Roselle Junior 4711

Abstract: 

The development of control and optimization spans several decades and has evolved through significant contributions from various fields, including mathematics, engineering, economics, and operations research. Today, control and optimization continue to advance with the integration of networks, artificial intelligence, and machine learning. They are applied to address complex real-world problems across diverse domains while encountering some emerging challenges. To tackle these challenges, some new theories, methodologies, and algorithms are constantly being developed. The workshop is on recent advances of the related new theories, methodologies, and algorithms. The aim is to brainstorm on a couple of focused topics related to learning-based control and multiagent systems but not limited to these topics.

Lecture Schedule:

09:00--12:00

Session 1

Chair

09:00--09:10

Welcoming Remarks

09:10--09:40

Lecture 1: Online Learning-Based Adaptive Zero-Sum Differential Game Theory

Prof. Lei Guo

Li Qiu

09:40--10:10

Lecture 2Risk Sensitive Control for Quantum Linear Systems

Prof. Ian R. Peterson

Li Qiu

10:10--10:40

Lecture 3Approximate Byzantine Consensus via Multi-hop Communication

Prof. Hideaki Ishii

Li Qiu

10:40--11:00

Break

11:00--11:30

Lecture 4Decentralized Control and Optimization Based on Optimal Control

Prof. Huanshui Zhang

Minyue Fu

11:30--12:00

Lecture 5Distributed Optimization for Addressing Emerging Challenges in the Energy Sector

Prof. Maria Prandini

Minyue Fu

12:00--14:20

Lunch Break

14:00--15:30

Session 2

Chair

14:00--14:30

Lecture 6Contraction Analysis for Networked Optimization and Control

Prof. Francesco Bullo

Kemin Zhou

14:30--15:00

Lecture 7Fast Reinforcement Learning for Continuous Markovian Decision Processes

Prof. Minyue Fu

Kemin Zhou

15:00--15:30

Lecture 8: The Importance of Phase in Systems

Prof. Li Qiu

Kemin Zhou

 

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