Marcos Quiñones-Grueiro

62 papers A* 3B 3C 13Journal 21Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Real-World Deployment and Assessment of a Multiagent Reinforcement Learning-Based Variable-Speed-Limit Control System. IEEE Intell. Transp. Syst. Mag. Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachár, Clay Weston, Gautam Biswas, Daniel B. Work
2025	—	`conf`	1000DaySim: Open-Source Traffic Simulation With Real Data Over Long Time Horizons. ICCPS Zhiyao Zhang, Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work
2025	C	`ed.`	36th International Conference on Principles of Diagnosis and Resilient Systems, DX 2025, Nashville, TN, USA, September 22-24, 2025 DX Marcos Quiñones-Grueiro, Gautam Biswas, Ingo Pill
2025	C	`conf`	A Data-Driven Particle Filter Approach for System-Level Prediction of Remaining Useful Life. DX Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025	C	`conf`	Automating Control System Design: Using Language Models for Expert Knowledge in Decentralized Controller Auto-Tuning. DX Marlon J. Ares Milián, Gregory M. Provan, Marcos Quiñones-Grueiro
2025	C	`conf`	Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships (DX Competition). DX Austin Coursey, Abel Díaz-González, Marcos Quiñones-Grueiro, Gautam Biswas
2025	C	`conf`	Offline Reinforcement Learning Benchmark for Variable Speed Limit Control with Real-World Dataset. ICMLA Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work
2025	—	`conf`	On the Design of Safe Continual RL Methods for Control of Nonlinear Systems. ECC Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025	J	`jnl`	On the Design of Safe Continual RL Methods for Control of Nonlinear Systems. CoRR Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025	—	`conf`	Real-Time Freeway Traffic Anomalous Event Detection System via Radar Detector Sensors. ICCPS Austin Coursey, Junyi Ji, Zhiyao Zhang, William Barbour, Marcos Quiñones-Grueiro, Tyler Derr, Gautam Biswas, Daniel B. Work
2025	J	`jnl`	Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System. CoRR Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachár, Clay Weston, Gautam Biswas, Daniel B. Work
2025	C	`conf`	Safe to Fly? Real-Time Flight Mission Feasibility Assessment for Drone Package Delivery Operations. DX Abenezer Taye, Austin Coursey, Marcos Quiñones-Grueiro, Chao Hu, Gautam Biswas, Peng Wei
2025	B	`conf`	Towards Automated Controller Parameter Design in Cyber-Physical Systems: Improving Computational Cost. SMARTCOMP Marlon J. Ares Milián, Gregory M. Provan, Marcos Quiñones-Grueiro
2025	J	`jnl`	Trainee Action Recognition through Interaction Analysis in CCATT Mixed-Reality Training. CoRR Divya Mereddy, Marcos Quiñones-Grueiro, T. S. Ashwin, Eduardo Davalos, Gautam Biswas, Kent Etherton, Tyler Davis, Katelyn Kay, Jill Lear, Benjamin Goldberg
2025	J	`jnl`	Video-Based Performance Evaluation for ECR Drills in Synthetic Training Environments. CoRR Surya Rayala, Marcos Quiñones-Grueiro, Naveeduddin Mohammed, Ashwin T. S., Benjamin Goldberg, Randall Spain, Paige Lawton, Gautam Biswas
2024	—	`conf`	An On-Board Off-Board Framework for Online Replanning: Applied to UAVs in Urban Environments. ICAART (1) Timothy Darrah, Jeremy Frank, Marcos Quiñones-Grueiro, Gautam Biswas
2024	C	`conf`	Data-Driven RUL Prediction Using Performance Metrics (Short Paper). DX Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Chetan S. Kulkarni, Gautam Biswas
2024	A*	`conf`	FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection. NeurIPS Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
2024	J	`jnl`	FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection. CoRR Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
2024	—	`conf`	Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers. ITSC Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
2024	J	`jnl`	Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers. CoRR Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
2024	C	`conf`	Hybrid Control Framework of UAVs Under Varying Wind and Payload Conditions. ACC Austin Coursey, Allan Zhang, Marcos Quiñones-Grueiro, Gautam Biswas
2024	J	`jnl`	Improving Computational Cost of Bayesian Optimization for Controller Tuning with a Multi-stage Tuning Framework. CoRR Marlon J. Ares Milián, Gregory M. Provan, Marcos Quiñones-Grueiro
2024	J	`jnl`	MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment. IEEE Access Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
2024	—	`conf`	Phase Re-Service in Reinforcement Learning Traffic Signal Control. ITSC Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
2024	J	`jnl`	Phase Re-service in Reinforcement Learning Traffic Signal Control. CoRR Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
2024	C	`conf`	Quantifying the Sim-To-Real Gap in UAV Disturbance Rejection. DX Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2023	J	`jnl`	A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances. CoRR Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2023	C	`conf`	Anomaly Detection for Multi-Zone Buildings Using Cluster-Trained LSTM Autoencoders. CoDIT Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas, Timothy Darrah
2023	B	`conf`	Cooperative Multi-Agent Reinforcement Learning for Large Scale Variable Speed Limit Control. SMARTCOMP Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Zhiyao Zhang, Joshua Scherer, Gautam Biswas, Daniel B. Work
2023	—	`conf`	Evaluation of Traffic Signal Control at Varying Demand Levels: A Comparative Study. ITSC Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Gautam Biswas, Daniel B. Work
2023	J	`jnl`	MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits. CoRR Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
2023	C	`conf`	Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems. CoDIT Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2023	J	`jnl`	Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems. CoRR Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2023	B	`conf`	On Learning Data-Driven Models For In-Flight Drone Battery Discharge Estimation From Real Data. SMARTCOMP Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2022	J	`jnl`	Computational adaptive multivariable degradation model for improving the remaining useful life prediction in industrial systems. Comput. Appl. Math. Adriana Villalón-Falcón, Alberto Prieto-Moreno, Marcos Quiñones-Grueiro, Orestes Llanes-Santiago
2022	A*	`conf`	Concurrent Policy Blending and System Identification for Generalized Assistive Control. ICRA Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
2022	J	`jnl`	Concurrent Policy Blending and System Identification for Generalized Assistive Control. CoRR Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
2022	C	`conf`	Data-Driven Learning Control for Building Energy Management. ACC Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2022	—	`conf`	Generating Minimal Controller Sets for Mixing MMAC. CDC Gregory M. Provan, Marcos Quiñones-Grueiro, Yves Sohege
2022	—	`ch.`	Pressure Sensor Placement for Leak Location in Zones of a Water Distribution Network. Computational Intelligence Methodologies Applied to Sustainable Development Goals Marlon J. Ares Milián, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
2022	—	`conf`	Quantifying the impact of driver compliance on the effectiveness of variable speed limits and lane control systems. ITSC Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Dan Work
2022	—	`conf`	Reinforcement learning-based HVAC supervisory control of a multi-zone building- A real case study. CCTA Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2021	—	`conf`	A Novel Approach for Detection and Location of Cyber-Attacks in Water Distribution Networks. IWAIPR Claudia Rodríguez Martínez, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
2021	A*	`conf`	A Novel Hybrid Approach for Fault-Tolerant Control of UAVs based on Robust Reinforcement Learning. ICRA Yves Sohege, Marcos Quiñones-Grueiro, Gregory M. Provan
2021	—	`conf`	A Proposal of Metric for Improving Remaining Useful Life Prediction in Industrial Systems. IWAIPR Adriana Villalón-Falcón, Alberto Prieto-Moreno, Marcos Quiñones-Grueiro, Orestes Llanes-Santiago
2021	C	`conf`	Clustering-Based Partitioning of Water Distribution Networks for Leak Zone Location. CIARP Marlon Ares Milián, Marcos Quiñones-Grueiro, Carlos Cruz Corona, Orestes Llanes-Santiago
2021	—	`conf`	Fault Tolerant Control combining Reinforcement Learning and Model-based Control SysTol Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
2021	—	`conf`	Leak Zone Localization in Water Distribution Networks using a Topology-based Differential Evolution Algorithm. SysTol Marlon Ares Milián, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
2021	—	`book`	Monitoring Multimode Continuous Processes - A Data-Driven Approach Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José da Silva Neto
2021	J	`jnl`	Robust leak localization in water distribution networks using computational intelligence. Neurocomputing Marcos Quiñones-Grueiro, Marlon Ares Milián, Maibeth Sánchez-Rivero, Antônio José da Silva Neto, Orestes Llanes-Santiago
2021	—	`conf`	Sensitivity and robustness of end-to-end data-driven approach for building performance optimization. BuildSys Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2021	—	`conf`	Transfer reinforcement learning for fault-tolerant control by re-using optimal policies. SysTol Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2020	J	`jnl`	A Relearning Approach to Reinforcement Learning for Control of Smart Buildings. CoRR Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2020	J	`jnl`	Complementary Meta-Reinforcement Learning for Fault-Adaptive Control. CoRR Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2020	J	`jnl`	Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning. CoRR Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2020	J	`jnl`	Performance-Weighed Policy Sampling for Meta-Reinforcement Learning. CoRR Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2019	—	`conf`	A Proposal of Robust Leak Localization in Water Distribution Networks Using Differential Evolution. SOCO Maibeth Sánchez-Rivero, Marcos Quiñones-Grueiro, Carlos Cruz Corona, Antônio José da Silva Neto, Orestes Llanes-Santiago
2019	—	`conf`	Multi-objective sensor placement for leakage detection and localization in water distribution networks. SysTol Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
2019	—	`conf`	Novel Leak Location Approach in Water Distribution Networks with Zone Clustering and Classification. MCPR Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
2018	—	`conf`	A New Approach for Fault Diagnosis of Industrial Processes During Transitions. IWAIPR Danyer L. Acevedo-Galán, Marcos Quiñones-Grueiro, Alberto Prieto-Moreno, Orestes Llanes-Santiago
2018	J	`jnl`	An Unsupervised Approach to Leak Detection and Location in Water Distribution Networks. Int. J. Appl. Math. Comput. Sci. Marcos Quiñones-Grueiro, Cristina Verde, Alberto Prieto-Moreno, Orestes Llanes-Santiago