Workshop by Sponsor: Emerging Challenges of Network-Enabled Control and Optimization
Organizers: Shandong 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 2: Risk Sensitive Control for Quantum Linear Systems Prof. Ian R. Peterson | Li Qiu |
10:10--10:40 | Lecture 3: Approximate Byzantine Consensus via Multi-hop Communication Prof. Hideaki Ishii | Li Qiu |
10:40--11:00 | Break | |
11:00--11:30 | Lecture 4: Decentralized Control and Optimization Based on Optimal Control Prof. Huanshui Zhang | Minyue Fu |
11:30--12:00 | Lecture 5: Distributed 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 6: Contraction Analysis for Networked Optimization and Control Prof. Francesco Bullo | Kemin Zhou |
14:30--15:00 | Lecture 7: Fast 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 |