Roman Belaire

PhD student, SCIS, Singapore Management University

Joined

January 2024

Names

Roman Belaire (Preferred)

Emails

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

Personal Links

Semantic Scholar

Career & Education History

PhD student

SCIS, Singapore Management University (smu.edu.sg)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Pradeep Varakantham

2021 – Present

Expertise

Reinforcement Learning

Present

Adversarial Robustness in Reinforcement Learning

Present

LLM Red Teaming

Present

LLM Robustness

Present

Publications

On Minimizing Adversarial Counterfactual Error in Adversarial Reinforcement Learning
Roman Belaire, Arunesh Sinha, Pradeep Varakantham
- ICLR 2025 Poster
- Readers: Everyone
Regret-based Defense in Adversarial Reinforcement Learning
Roman Belaire, Pradeep Varakantham, Thanh Hong Nguyen, David Lo
- AAMAS 2024
- Readers: Everyone
Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement Learning
Roman Belaire, Arunesh Sinha, Pradeep Varakantham
- CoRR 2024
- Readers: Everyone

Co-Authors