| 2025 | DX | Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships (DX Competition). | Austin Coursey, Abel Daz-Gonzlez, Marcos Quiones-Grueiro, Gautam Biswas |
| 2025 | DX | A Data-Driven Particle Filter Approach for System-Level Prediction of Remaining Useful Life. | Abel Daz-Gonzlez, Austin Coursey, Marcos Quiones-Grueiro, Gautam Biswas |
| 2025 | DX | Automating Control System Design: Using Language Models for Expert Knowledge in Decentralized Controller Auto-Tuning. | Marlon J. Ares Milin, Gregory M. Provan, Marcos Quiones-Grueiro |
| 2025 | DX | Safe to Fly? Real-Time Flight Mission Feasibility Assessment for Drone Package Delivery Operations. | Abenezer Taye, Austin Coursey, Marcos Quiones-Grueiro, Chao Hu, Gautam Biswas, Peng Wei |
| 2025 | ICMLA | Offline Reinforcement Learning Benchmark for Variable Speed Limit Control with Real-World Dataset. | Yuhang Zhang, Zhiyao Zhang, Marcos Quiones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work |
| 2025 | SmartComp | Towards Automated Controller Parameter Design in Cyber-Physical Systems: Improving Computational Cost. | Marlon J. Ares Milin, Gregory M. Provan, Marcos Quiones-Grueiro |
| 2024 | DX | Quantifying the Sim-To-Real Gap in UAV Disturbance Rejection. | Austin Coursey, Marcos Quiones-Grueiro, Gautam Biswas |
| 2024 | DX | Data-Driven RUL Prediction Using Performance Metrics (Short Paper). | Abel Daz-Gonzlez, Austin Coursey, Marcos Quiones-Grueiro, Chetan S. Kulkarni, Gautam Biswas |
| 2024 | ICAART | An On-Board Off-Board Framework for Online Replanning: Applied to UAVs in Urban Environments. | Timothy Darrah, Jeremy Frank, Marcos Quiones-Grueiro, Gautam Biswas |
| 2023 | CoDIT | Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems. | Ibrahim Ahmed, Marcos Quiones-Grueiro, Gautam Biswas |
| 2023 | CoDIT | Anomaly Detection for Multi-Zone Buildings Using Cluster-Trained LSTM Autoencoders. | Austin Coursey, Marcos Quiones-Grueiro, Gautam Biswas, Timothy Darrah |
| 2023 | SmartComp | On Learning Data-Driven Models For In-Flight Drone Battery Discharge Estimation From Real Data. | Austin Coursey, Marcos Quiones-Grueiro, Gautam Biswas |
| 2023 | SmartComp | Cooperative Multi-Agent Reinforcement Learning for Large Scale Variable Speed Limit Control. | Yuhang Zhang, Marcos Quiones-Grueiro, William Barbour, Zhiyao Zhang, Joshua Scherer, Gautam Biswas, Daniel B. Work |
| 2022 | ICRA | Concurrent Policy Blending and System Identification for Generalized Assistive Control. | Luke Bhan, Marcos Quiones-Grueiro, Gautam Biswas |
| 2021 | CIARP | Clustering-Based Partitioning of Water Distribution Networks for Leak Zone Location. | Marlon Ares Milin, Marcos Quiones-Grueiro, Carlos Cruz Corona, Orestes Llanes-Santiago |
| 2021 | ICRA | A Novel Hybrid Approach for Fault-Tolerant Control of UAVs based on Robust Reinforcement Learning. | Yves Sohege, Marcos Quiones-Grueiro, Gregory M. Provan |
| 2021 | SENSYS | Sensitivity and robustness of end-to-end data-driven approach for building performance optimization. | Avisek Naug, Marcos Quiones-Grueiro, Gautam Biswas |