Sidney Tio

PhD student, Singapore Management University

Joined

May 2023

Names

Sidney Tio (Preferred)

Emails

****@phdcs.smu.edu.sg (Confirmed)

Personal Links

Career & Education History

PhD student

Singapore Management University (smu.edu.sg)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Pradeep Varankantham

2022 – 2026

Expertise

RL

Present

Publications

From Machine to Human Learning: Towards Warm-Starting Teacher Algorithms with Reinforcement Learning Agents
Sidney Tio, Wenjun Li, Ramesha Karunasena, Ho Tian Sheng Jimmy, Pradeep Varakantham
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Machine to Human Learning: Towards Warm-Starting Teacher Algorithms with Reinforcement Learning Agents
Sidney Tio, Wenjun Li, Ramesha Karunasena, Ho Tian Sheng Jimmy, Pradeep Varakantham
- Submitted to NeurIPS 2025
- Readers: Everyone
EduQate: Generating Adaptive Curricula through RMABs in Education Settings
Sidney Tio, Dexun Li, Pradeep Varakantham
- Submitted to NeurIPS 2024
- Readers: Everyone
Training Reinforcement Learning Agents and Humans with Difficulty-Conditioned Generators
Sidney Tio, Pradeep Varakantham
- ALOE 2023 Poster
- Readers: Everyone

Co-Authors