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2020 – today
- 2024
[j4]Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work:
MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment. IEEE Access 12: 161995-162014 (2024)- [c24]Austin Coursey, Allan Zhang, Marcos Quiñones-Grueiro, Gautam Biswas:
Hybrid Control Framework of UAVs Under Varying Wind and Payload Conditions. ACC 2024: 1543-1549 - [c23]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: 289-296 - [i11]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 abs/2406.15283 (2024) - [i10]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 abs/2407.08021 (2024) - [i9]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 abs/2407.14775 (2024) - 2023
- [c22]Ibrahim Ahmed, Marcos Quiñones-Grueiro
, Gautam Biswas:
Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems. CoDIT 2023: 706-711 - [c21]Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas, Timothy Darrah:
Anomaly Detection for Multi-Zone Buildings Using Cluster-Trained LSTM Autoencoders. CoDIT 2023: 752-757 - [c20]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: 3215-3221 - [c19]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: 149-156 - [c18]Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas:
On Learning Data-Driven Models For In-Flight Drone Battery Discharge Estimation From Real Data. SMARTCOMP 2023: 164-171 - [i8]Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas:
Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems. CoRR abs/2305.12158 (2023) - [i7]Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas:
A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances. CoRR abs/2305.12543 (2023) - [i6]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 abs/2310.12359 (2023) - 2022
- [j3]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) - [c17]Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas:
Data-Driven Learning Control for Building Energy Management. ACC 2022: 2571-2577 - [c16]Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas:
Reinforcement learning-based HVAC supervisory control of a multi-zone building- A real case study. CCTA 2022: 1172-1177 - [c15]Gregory M. Provan, Marcos Quiñones-Grueiro, Yves Sohege:
Generating Minimal Controller Sets for Mixing MMAC. CDC 2022: 3009-3014 - [c14]Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas:
Concurrent Policy Blending and System Identification for Generalized Assistive Control. ICRA 2022: 7499-7504 - [c13]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: 3638-3644 - [p1]Marlon J. Ares Milián, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago:
Pressure Sensor Placement for Leak Location in Zones of a Water Distribution Network. Computational Intelligence Methodologies Applied to Sustainable Development Goals 2022: 143-158 - [i5]Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas:
Concurrent Policy Blending and System Identification for Generalized Assistive Control. CoRR abs/2205.09836 (2022) - 2021
- [b1]Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José da Silva Neto:
Monitoring Multimode Continuous Processes - A Data-Driven Approach. Springer 2021, ISBN 978-3-030-54737-0, pp. 1-153 - [j2]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: 195-208 (2021) - [c12]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: 340-350 - [c11]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: 10719-10725 - [c10]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: 79-90 - [c9]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: 177-186 - [c8]Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas:
Sensitivity and robustness of end-to-end data-driven approach for building performance optimization. BuildSys@SenSys 2021: 314-318 - [c7]Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas:
Transfer reinforcement learning for fault-tolerant control by re-using optimal policies. SysTol 2021: 25-30 - [c6]Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas:
Fault Tolerant Control combining Reinforcement Learning and Model-based Control *. SysTol 2021: 31-36 - [c5]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: 175-180 - 2020
- [i4]Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas:
A Relearning Approach to Reinforcement Learning for Control of Smart Buildings. CoRR abs/2008.01879 (2020) - [i3]Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas:
Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning. CoRR abs/2008.04407 (2020) - [i2]Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas:
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control. CoRR abs/2009.12634 (2020) - [i1]Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas:
Performance-Weighed Policy Sampling for Meta-Reinforcement Learning. CoRR abs/2012.06016 (2020)
2010 – 2019
- 2019
- [c4]Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago:
Novel Leak Location Approach in Water Distribution Networks with Zone Clustering and Classification. MCPR 2019: 37-46 - [c3]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: 311-320 - [c2]Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago:
Multi-objective sensor placement for leakage detection and localization in water distribution networks. SysTol 2019: 129-134 - 2018
- [j1]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): 283-295 (2018) - [c1]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: 342-350
Coauthor Index
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