Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model.
CoRR, March, 2025
Revisiting Large-Scale Non-convex Distributionally Robust Optimization.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Mouse Dynamics Behavioral Biometrics: A Survey.
ACM Comput. Surv., June, 2024
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks.
CoRR, 2024
Criticality and Safety Margins for Reinforcement Learning.
CoRR, 2024
Combining AI Control Systems and Human Decision Support via Robustness and Criticality.
CoRR, 2024
REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability.
CoRR, 2024
Unsupervised Anomaly Detection for Automotive CAN Bus on the Intel Loihi.
Proceedings of the International Joint Conference on Neural Networks, 2024
Comparison of Explainability Approaches for Reinforcement Learning for Autonomous Flight Maneuvers.
Proceedings of the 58th Asilomar Conference on Signals, 2024
CODEX: A Cluster-Based Method for Explainable Reinforcement Learning.
CoRR, 2023
Safety Margins for Reinforcement Learning.
CoRR, 2023
Scheduling Condition-based Maintenance: An Explainable Deep Reinforcement Learning Approach via Reward Decomposition.
Proceedings of the 26th International Conference on Information Fusion, 2023
Multi-Agent Cooperative Games Using Belief Map Assisted Training.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
User Authentication by Fusion of Mouse Dynamics and Widget Interactions: Two Experiments with PayPal and Facebook.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023
Mouse Dynamics Behavioral Biometrics: A Survey.
CoRR, 2022
Applying Machine Learning in Designing Distributed Auction for Multi-agent Task Allocation with Budget Constraints.
Proceedings of the 20th International Conference on Advanced Robotics, 2021
Authenticating Facebook Users Based on Widget Interaction Behavior.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021