Simon Khan

29 papers A* 2A 2B 2C 2Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distilling Deep Reinforcement Learning into Interpretable Fuzzy Rules: An Explainable AI Framework.
CoRR
Sanup Araballi, Simon Khan, Chilukuri K. Mohan
2025 J jnl
EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM.
CoRR
Shuang Ao, Flora D. Salim, Simon Khan
2025 B conf
Event Prediction and Quality-adaptive Attention for Energy and Data Efficient Dynamic Visual Sensing.
IJCNN
Yiming Bu, Simon Khan, Jiayang Liu, Qinru Qiu
2025 J jnl
Feedback for Improved Hierarchical Reinforcement Learning With Timed Subgoals.
IEEE Control. Syst. Lett.
Yajie Bao, Dan Shen, Genshe Chen, Hao Xu, Samson Badlia, Simon Khan, Erik Blasch, Khanh D. Pham
2025 C conf
Linearithmic Clean-up for Vector-Symbolic Key-Value Memory with Kroneker Rotation Products.
NeSy
Ruipeng Liu, Qinru Qiu, Simon Khan, Garrett Ethan Katz
2025 J jnl
Linearithmic Clean-up for Vector-Symbolic Key-Value Memory with Kroneker Rotation Products.
CoRR
Ruipeng Liu, Qinru Qiu, Simon Khan, Garrett E. Katz
2025 A conf
Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model.
AISTATS
Zilong Deng, Simon Khan, Shaofeng Zou
2025 J jnl
Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model.
CoRR
Zilong Deng, Simon Khan, Shaofeng Zou
2025 J jnl
Predictive Auxiliary Learning for Belief-based Multi-Agent Systems.
CoRR
Qinwei Huang, Stefan Wang, Simon Khan, Garrett E. Katz, Qinru Qiu
2025 A* conf
Revisiting Large-Scale Non-convex Distributionally Robust Optimization.
ICLR
Qi Zhang, Yi Zhou, Simon Khan, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
2025 A* conf
Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning.
IJCAI
Rui Zuo, Simon Khan, Zifan Wang, Garrett Ethan Katz, Qinru Qiu
2024 J jnl
Combining AI Control Systems and Human Decision Support via Robustness and Criticality.
CoRR
Walt Woods, Alexander Grushin, Simon Khan, Alvaro Velasquez
2024 — conf
Comparison of Explainability Approaches for Reinforcement Learning for Autonomous Flight Maneuvers.
IEEECONF
Swati Kar, Mahesh K. Banavar, Soumyabrata Dey, Allan Salihovic, Simon Khan, Jason R. Bryant
2024 J jnl
Criticality and Safety Margins for Reinforcement Learning.
CoRR
Alexander Grushin, Walt Woods, Alvaro Velasquez, Simon Khan
2024 — conf
Fusion of Decision Scores Utilizing Machine Learning Algorithms to Authenticate Users Based on Mouse Dynamics Modality.
ICECET
Simon Khan, Shageenth Sandrakumar
2024 J jnl
Mouse Dynamics Behavioral Biometrics: A Survey.
ACM Comput. Surv.
Simon Khan, Charles Devlen, Michael Manno, Daqing Hou
2024 J jnl
Multi-agent Cooperative Games Using Belief Map Assisted Training.
CoRR
Qinwei Huang, Chen Luo, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu
2024 J jnl
REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability.
CoRR
Shuang Ao, Simon Khan, Haris Aziz, Flora D. Salim
2024 B conf
Unsupervised Anomaly Detection for Automotive CAN Bus on the Intel Loihi.
IJCNN
Rashedul Islam, Md. Shahanur Alam, Chris Yakopcic, Nayim Rahman, Simon Khan, Tarek M. Taha
2024 J jnl
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks.
CoRR
Rui Zuo, Zifan Wang, Simon Khan, Garrett E. Katz, Qinru Qiu
2023 J jnl
CODEX: A Cluster-Based Method for Explainable Reinforcement Learning.
CoRR
Timothy K. Mathes, Jessica L. Inman, Andrés Colón, Simon Khan
2023 A conf
Multi-Agent Cooperative Games Using Belief Map Assisted Training.
ECAI
Chen Luo, Qinwei Huang, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu
2023 — conf
Safety Margins for Reinforcement Learning.
CAI
Alexander Grushin, Walt Woods, Alvaro Velasquez, Simon Khan
2023 J jnl
Safety Margins for Reinforcement Learning.
CoRR
Alexander Grushin, Walt Woods, Alvaro Velasquez, Simon Khan
2023 C conf
Scheduling Condition-based Maintenance: An Explainable Deep Reinforcement Learning Approach via Reward Decomposition.
FUSION
Huong N. Dang, Kuo-Chu Chang, Genshe Chen, Hua-mei Chen, Simon Khan, Milvio Franco, Erik Blasch
2023 — conf
User Authentication by Fusion of Mouse Dynamics and Widget Interactions: Two Experiments with PayPal and Facebook.
CCNC
Simon Khan, Daqing Hou
2022 J jnl
Mouse Dynamics Behavioral Biometrics: A Survey.
CoRR
Simon Khan, Daqing Hou
2021 — conf
Applying Machine Learning in Designing Distributed Auction for Multi-agent Task Allocation with Budget Constraints.
ICAR
Chen Luo, Qinwei Huang, Fanxin Kong, Simon Khan, Qinru Qiu
2021 — conf
Authenticating Facebook Users Based on Widget Interaction Behavior.
CCNC
Simon Khan, Cooper Fraser, Daqing Hou, Mahesh K. Banavar, Stephanie Schuckers