Marcos Quiñones-Grueiro

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Differential Evolution Algorithm

Reinforcement Learning

Water Distribution Networks

Top Venues

Publications

Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection. CoRR (2024)
Timothy Darrah, Jeremy Frank, Marcos Quiñones-Grueiro, Gautam Biswas
An On-Board Off-Board Framework for Online Replanning: Applied to UAVs in Urban Environments. ICAART (1) (2024)
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers. CoRR (2024)
Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
Phase Re-service in Reinforcement Learning Traffic Signal Control. CoRR (2024)
Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Gautam Biswas, Daniel B. Work
Evaluation of Traffic Signal Control at Varying Demand Levels: A Comparative Study. ITSC (2023)
Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits. CoRR (2023)
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas, Timothy Darrah
Anomaly Detection for Multi-Zone Buildings Using Cluster-Trained LSTM Autoencoders. CoDIT (2023)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems. CoRR (2023)
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
On Learning Data-Driven Models For In-Flight Drone Battery Discharge Estimation From Real Data. SMARTCOMP (2023)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances. CoRR (2023)
Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Zhiyao Zhang, Joshua Scherer, Gautam Biswas, Daniel B. Work
Cooperative Multi-Agent Reinforcement Learning for Large Scale Variable Speed Limit Control. SMARTCOMP (2023)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems. CoDIT (2023)
Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Dan Work
Quantifying the impact of driver compliance on the effectiveness of variable speed limits and lane control systems. ITSC (2022)
Adriana Villalón-Falcón, Alberto Prieto-Moreno, Marcos Quiñones-Grueiro, Orestes Llanes-Santiago
Computational adaptive multivariable degradation model for improving the remaining useful life prediction in industrial systems. Comput. Appl. Math. 41 (1) (2022)
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
Data-Driven Learning Control for Building Energy Management. ACC (2022)
Gregory M. Provan, Marcos Quiñones-Grueiro, Yves Sohege
Generating Minimal Controller Sets for Mixing MMAC. CDC (2022)
Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
Concurrent Policy Blending and System Identification for Generalized Assistive Control. ICRA (2022)
Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
Concurrent Policy Blending and System Identification for Generalized Assistive Control. CoRR (2022)
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
Reinforcement learning-based HVAC supervisory control of a multi-zone building- A real case study. CCTA (2022)
Adriana Villalón-Falcón, Alberto Prieto-Moreno, Marcos Quiñones-Grueiro, Orestes Llanes-Santiago
A Proposal of Metric for Improving Remaining Useful Life Prediction in Industrial Systems. IWAIPR (2021)
Marlon Ares Milián, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
Leak Zone Localization in Water Distribution Networks using a Topology-based Differential Evolution Algorithm. SysTol (2021)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Transfer reinforcement learning for fault-tolerant control by re-using optimal policies. SysTol (2021)
Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
. SysTol (2021)
Marcos Quiñones-Grueiro, Marlon Ares Milián, Maibeth Sánchez-Rivero, Antônio José da Silva Neto, Orestes Llanes-Santiago
Robust leak localization in water distribution networks using computational intelligence. Neurocomputing 438 (2021)
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
Sensitivity and robustness of end-to-end data-driven approach for building performance optimization. BuildSys@SenSys (2021)
Claudia Rodríguez Martínez, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
A Novel Approach for Detection and Location of Cyber-Attacks in Water Distribution Networks. IWAIPR (2021)
Yves Sohege, Marcos Quiñones-Grueiro, Gregory M. Provan
A Novel Hybrid Approach for Fault-Tolerant Control of UAVs based on Robust Reinforcement Learning. ICRA (2021)
Marlon Ares Milián, Marcos Quiñones-Grueiro, Carlos Cruz Corona, Orestes Llanes-Santiago
Clustering-Based Partitioning of Water Distribution Networks for Leak Zone Location. CIARP (2021)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning. CoRR (2020)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control. CoRR (2020)
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
A Relearning Approach to Reinforcement Learning for Control of Smart Buildings. CoRR (2020)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Performance-Weighed Policy Sampling for Meta-Reinforcement Learning. CoRR (2020)
Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
Multi-objective sensor placement for leakage detection and localization in water distribution networks. SysTol (2019)
Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
Novel Leak Location Approach in Water Distribution Networks with Zone Clustering and Classification. MCPR (2019)
Maibeth Sánchez-Rivero, Marcos Quiñones-Grueiro, Carlos Cruz Corona, Antônio José da Silva Neto, Orestes Llanes-Santiago
A Proposal of Robust Leak Localization in Water Distribution Networks Using Differential Evolution. SOCO (2019)
Marcos Quiñones-Grueiro, Cristina Verde, Alberto Prieto-Moreno, Orestes Llanes-Santiago
An Unsupervised Approach to Leak Detection and Location in Water Distribution Networks. Int. J. Appl. Math. Comput. Sci. 28 (2) (2018)
Danyer L. Acevedo-Galán, Marcos Quiñones-Grueiro, Alberto Prieto-Moreno, Orestes Llanes-Santiago
A New Approach for Fault Diagnosis of Industrial Processes During Transitions. IWAIPR (2018)