On Minimizing Adversarial Counterfactual Error in Adversarial Reinforcement Learning - Roman Belaire; Arunesh Sinha; Pradeep Varakantham (The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025, 2025)

Regret-based Defense in Adversarial Reinforcement Learning - Roman Belaire; Pradeep Varakantham; Thanh Hong Nguyen; David Lo (Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, May 6-10, 2024, 2024)

Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement Learning - Roman Belaire; Arunesh Sinha; Pradeep Varakantham (CoRR, 2024)

Regret-Based Optimization for Robust Reinforcement Learning - Roman Belaire; Pradeep Varakantham; David Lo (CoRR, 2023)