Sunbochen Tang

Ph.D. Candidate in Autonomous Systems

(* denotes equal contribution)

Journal Articles

  1. Sunbochen Tang, Themistoklis Sapsis, Navid Azizan. “Learning Dissipative Chaotic Dynamics with Stability Guarantees.” Accepted to the Proceedings of the National Academy of Sciences (PNAS).

  2. Anuradha M. Annaswamy, Anubhav Guha, Yingnan Cui, Sunbochen Tang, Joseph E. Gaudio. “Integration of Adaptive Control and Reinforcement Learning for Real-Time Control and Learning.” IEEE Transactions on Automatic Control, 2023.

  3. Sunbochen Tang, Nan Li, Robert Zidek, Ilya V. Kolmanovsky. “Continuous Optimization-Based Drift Counteraction Optimal Control: A Spacecraft Attitude Control Case Study.” Journal of Guidance, Control, and Dynamics, AIAA, 2022.

Conference Papers

  1. Zeyang Li, Sunbochen Tang, Navid Azizan. “Reverse Flow Matching: A Unified Framework for Online Reinforcement Learning with Diffusion and Flow Policies.” International Conference on Machine Learning (ICML), 2026. Selected as Spotlight

  2. Andrea Goertzen*, Sunbochen Tang*, Navid Azizan. “ECO: Energy-Constrained Operator Learning for Chaotic Dynamics with Boundedness Guarantees.” Learning for Dynamics and Control Conference (L4DC), 2026. Best Paper Award

  3. Sunbochen Tang, Haoyuan Sun, Navid Azizan. “Meta-Learning for Adaptive Control with Automated Mirror Descent.” Learning for Dynamics and Control Conference (L4DC), 2025. Oral Presentation, Best Paper Award Nominee

  4. Sunbochen Tang, Anuradha M. Annaswamy. “Indirect Adaptive Optimal Control in the Presence of Input Saturation.” American Control Conference (ACC), IEEE, 2023.

  5. Sunbochen Tang, Nan Li, Ilya V. Kolmanovsky, Robert Zidek. “A Convex Optimization Approach to Chance-Constrained Linear Stochastic Drift Counteraction Optimal Control.” IEEE 60th Conference on Decision and Control (CDC), 2021.

  6. Sunbochen Tang, Nan Li, Ilya V. Kolmanovsky, Robert Zidek. “A Continuous Optimization Approach to Drift Counteraction Optimal Control.” American Control Conference (ACC), IEEE, 2021.

  7. Sunbochen Tang, Nan Li, Ilya V. Kolmanovsky, Anouck Girard. “Trajectory Optimization for Falsification: A Case Study of Vehicle Rollover Test Generation Based on Black-Box Models.” IFAC-PapersOnLine, 53(2), pp. 14279–14284, 2020.