Vincent Tiono

張甡源

Made in Indonesia
Taipei, Taiwan
b11901123@ntu.edu.tw

About Me

I am a fourth-year Electrical Engineering student at National Taiwan University, advised by Professor Shao-Hua Sun as part of NTU Robot Learning Lab. My current research focuses on Programmatic Reinforcement Learning and Robot Learning, aiming to enhance interpretability, efficiency, and safety in human-robot interaction.

Beyond my work in Machine Learning, I've had the privilege of interning at VICI Holdings as a Quantitative Research Intern, EY-Parthenon as a Strategy and Transactions Summer Associate, and Walsin Lihwa as a Business Administration Intern. Broadly, I am passionate about the intersection of AI, Quant Trading, and Business Strategy.

Education

Sept 2022 - Present
B.S. in Electrical Engineering
National Taiwan University
Sept 2019 - June 2022
High School Diploma
Jakarta Taipei School

Interests

Robot Learning
Algorithmic Trading
Engineering Management

Awards & Scholarships

Merit Award — CHT × NTU GMBA AI–Business Competition
June 2025
Academic and Conduct Excellence Scholarship
2025
Outstanding Overseas Chinese Students Scholarship
2024, 2023

Selected Research

Synthesizing Programmatic Reinforcement Learning Policies with Demonstrations Guided Search
Chon-Ho Chang, 
Vincent Octavian Tiono, 
Wei-Hsu Lee, 
Shao-Hua Sun
Mar. 2025 - Present
#Programmatic Reinforcement Learning

Last Updated on Sep 27th 2025