Mingyu Chen

About Me

Hi! I am a first second third year Ph.D. student in the Department of Electrical & Computer Engineering at Boston University. I am fortunate to work with Prof. Xuezhou Zhang. Prior to this, I obtained my bachelor’s degree from Huazhong University of Science and Technology.

My research lies in the areas of Reinforcement Learning, Online Learning, Bandits and Optimization. Currently my focus is in making Interactive Decision Making process parameter-free and scale-free, and developing efficient and unified algorithms for scientific and engineering applications.

Research Interests

• Online and Reinforcement Learning
• Algorithmic game design
• Optimization and Scheduling

News

• [Sep. 2024] Our work “State-free Reinforcement Learning” is accepted at NeurIPS 2024!

• [May 2024] Our work “Scale-free Adversarial Reinforcement Learning” is accepted at COLT 2024!

• [Aug. 2023] Our CDC 2022 paper “Scheduling and pricing non-preemptive electric loads: A convex approach” is selected for the Best Paper Prize by the Energy Systems Technical Committee (formerly the Smart Grid TC) of the IEEE Control Systems Society (CSS).

Publications

Services

Conference Reviewers

• Neural Information Processing Systems (NIPS) 2023
• International Conference on Learning Representations (ICLR) 2024

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