Tutorial at IJCAI 2024: Presented a tutorial on safe reinforcement learning: bridging theory and practice at IJCAI 2024, see Slides
Tutorial at IEEE SmartGridComm 2024: Presented a tutorial on safe reinforcement learning for smart grid control and operations at IEEE SmartGridComm 2024, see Slides
Lecture 2024: Invited lecture on safe reinforcement learning and its applications in Virginia Tech's 2024 Machine Learning course.
Lecture 2024: Invited lecture on safe robot learning in WHUT 2024 summer course.
Talk 2026: Gave a talk on Agentic AI for Semiconductor Manufacturing at Lam Research.
Talk 2026: Gave a talk on Agentic AI Scaling at Shanghai AI Lab.
Talk 2025: Invited talks at Agentic AI Summit, UC Berkeley.
Talk 2025: Gave a talk on Safe Robot Learning at Shankar Sastry Group, UC Berkeley.
Talk 2025: Invited a safe robot learning talk at Stanford University.
Talk 2025: Invited a safe learning talk at Westlake.
Talk 2025: Gave a talk on Safe Learning at the Applied Mathematics and Statistics Department Postdoctoral Seminar at Johns Hopkins University.
Talk 2025: Gave a talk at the 2025 INFORMS Annual Meeting in Atlanta, Georgia, USA.
Talk 2024: Invited a decision-making for semiconductor manufacturing talk at Lam Research.
Talk 2024: Invited a decision-making safety talk at Nanjing University.
Talk 2023: Invited a robot learning talk at TU Munich.
Talk 2022: Invited a safe multi-agent RL talk at the RL China community.
Talk 2022: Invited a safe RL talk at TU Darmstadt, Prof. Jan Peters' lab.
Lecture 01: Safe Reinforcement Learning: A Brief Introduction
Lecture 02: Constrained Markov Decision Processes
