- Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control," Tech. Rep. TR2018-028, arXiv, February 2018.
BibTeX Download PDFAbout TR2018-028- @techreport{Pan2018feb,
- author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
- title = {Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control},
- journal = {arXiv},
- year = 2018,
- month = feb,
- url = {https://www.merl.com/publications/TR2018-028}
- }
- Sun, H., Takaguchi, Y., Nikovski, D.N., Hashimoto, H., "Three-Level Co-optimization Model for Generation Scheduling of Integrated Energy and Regulation Market", IEEE Conference on Innovative Smart Grid Technologies (ISGT), December 2017.
BibTeX Download PDFAbout TR2017-158- @inproceedings{Sun2017dec,
- author = {Sun, Hongbo and Takaguchi, Yusuke and Nikovski, Daniel N. and Hashimoto, Hiroyuki},
- title = {Three-Level Co-optimization Model for Generation Scheduling of Integrated Energy and Regulation Market},
- booktitle = {IEEE Conference on Innovative Smart Grid Technologies (ISGT)},
- year = 2017,
- month = dec,
- url = {https://www.merl.com/publications/TR2017-158}
- }
- Pourazarm, S., Farahmand, A.-M., Nikovski, D.N., "Random Projection Filter Bank for Time Series Data", Advances in Neural Information Processing Systems (NIPS), December 2017.
BibTeX Download PDFAbout TR2017-179- @inproceedings{Pourazarm2017dec,
- author = {Pourazarm, Sepideh and Farahmand, Amir-massoud and Nikovski, Daniel N.},
- title = {Random Projection Filter Bank for Time Series Data},
- booktitle = {Advances in Neural Information Processing Systems (NIPS)},
- year = 2017,
- month = dec,
- url = {https://www.merl.com/publications/TR2017-179}
- }
- Jha, D., Yerazunis, W.S., Nikovski, D.N., Farahmand, A.-M., "Learning to Regulate Rolling Ball Motion", IEEE Symposium on Computational Intelligence in Engineering Solutions, DOI: 10.1109/SSCI.2017.8285376, November 2017.
BibTeX Download PDFAbout TR2017-176- @inproceedings{Jha2017nov,
- author = {Jha, Devesh and Yerazunis, William S. and Nikovski, Daniel N. and Farahmand, Amir-massoud},
- title = {Learning to Regulate Rolling Ball Motion},
- booktitle = {IEEE Symposium on Computational Intelligence in Engineering Solutions},
- year = 2017,
- month = nov,
- doi = {10.1109/SSCI.2017.8285376},
- url = {https://www.merl.com/publications/TR2017-176}
- }
- Zhu, Y., Imamura, M., Nikovski, D.N., Keogh, E., "Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining", International Conference on Data Mining, DOI: 10.1109/ICDM.2017.79, November 2017.
BibTeX Download PDFAbout TR2017-168- @inproceedings{Zhu2017nov,
- author = {Zhu, Yan and Imamura, Makoto and Nikovski, Daniel N. and Keogh, Eamonn},
- title = {Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining},
- booktitle = {International Conference on Data Mining},
- year = 2017,
- month = nov,
- doi = {10.1109/ICDM.2017.79},
- url = {https://www.merl.com/publications/TR2017-168}
- }
- Pourazarm, S., Farahmand, A.-M., Nikovski, D.N., "Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank", Annual Conference of the Prognostics and Health Management Society (PHM), October 2017, vol. 8.
BibTeX Download PDFAbout TR2017-142- @inproceedings{Pourazarm2017oct,
- author = {Pourazarm, Sepideh and Farahmand, Amir-massoud and Nikovski, Daniel N.},
- title = {Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank},
- booktitle = {Annual Conference of the Prognostics and Health Management Society (PHM)},
- year = 2017,
- volume = 8,
- month = oct,
- url = {https://www.merl.com/publications/TR2017-142}
- }
- Shah, S., Sun, H., Nikovski, D.N., Zhang, J., "VSC Based Active Synchronizer for Generators", IEEE Transactions on Energy Conversion, DOI: 10.1109/TEC.2017.2728718, Vol. 33, No. 1, pp. 116-125, July 2017.
BibTeX Download PDFAbout TR2017-138- @article{Shah2017jul,
- author = {Shah, Shahil and Sun, Hongbo and Nikovski, Daniel N. and Zhang, Jinyun},
- title = {VSC Based Active Synchronizer for Generators},
- journal = {IEEE Transactions on Energy Conversion},
- year = 2017,
- volume = 33,
- number = 1,
- pages = {116--125},
- month = jul,
- doi = {10.1109/TEC.2017.2728718},
- url = {https://www.merl.com/publications/TR2017-138}
- }
- Wang, G., Sun, H., Nikovski, D.N., Zhang, J., "A Novel BESS-based Fast Synchronization Method for Power Grids", IEEE PES PowerTech, DOI: 10.1109/PTC.2017.7981044, June 2017.
BibTeX Download PDFAbout TR2017-077- @inproceedings{Wang2017jun,
- author = {Wang, Gang and Sun, Hongbo and Nikovski, Daniel N. and Zhang, Jinyun},
- title = {A Novel BESS-based Fast Synchronization Method for Power Grids},
- booktitle = {IEEE PES PowerTech},
- year = 2017,
- month = jun,
- doi = {10.1109/PTC.2017.7981044},
- url = {https://www.merl.com/publications/TR2017-077}
- }
- Ramalingam, S., Raghunathan, A.U., Nikovski, D.N., "Submodular Function Maximization for Group Elevator Scheduling", International Conference on Automated Planning and Scheduling (ICAPS), June 2017.
BibTeX Download PDFAbout TR2017-079- @inproceedings{Ramalingam2017jun,
- author = {Ramalingam, Srikumar and Raghunathan, Arvind and Nikovski, Daniel N.},
- title = {Submodular Function Maximization for Group Elevator Scheduling},
- booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
- year = 2017,
- month = jun,
- url = {https://www.merl.com/publications/TR2017-079}
- }
- Farahmand, A.-M., Nabi, S., Nikovski, D.N., "Deep Reinforcement Learning for Partial Differential Equation Control", American Control Conference (ACC), DOI: 10.23919/ACC.2017.7963427, May 2017.
BibTeX Download PDFAbout TR2017-063- @inproceedings{Farahmand2017may,
- author = {Farahmand, Amir-massoud and Nabi, Saleh and Nikovski, Daniel N.},
- title = {Deep Reinforcement Learning for Partial Differential Equation Control},
- booktitle = {American Control Conference (ACC)},
- year = 2017,
- month = may,
- doi = {10.23919/ACC.2017.7963427},
- url = {https://www.merl.com/publications/TR2017-063}
- }
- Farahmand, A.-M., Barreto, A.M.S., Nikovski, D.N., "Value-Aware Loss Function for Model Learning in Reinforcement Learning", Artificial Intelligence and Statistics (AISTATS), Vol. 54, April 2017.
BibTeX Download PDFAbout TR2017-049- @article{Farahmand2017apr,
- author = {Farahmand, Amir-massoud and Barreto, Andre M.S. and Nikovski, Daniel N.},
- title = {Value-Aware Loss Function for Model Learning in Reinforcement Learning},
- journal = {Artificial Intelligence and Statistics (AISTATS)},
- year = 2017,
- volume = 54,
- month = apr,
- url = {https://www.merl.com/publications/TR2017-049}
- }
- Farahmand, A.-M., Nabi, S., Grover, P., Nikovski, D.N., "Learning to Control Partial Differential Equations: Regularized Fitted Q-Iteration Approach", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC.2016.7798966, December 2016, pp. 4578-4585.
BibTeX Download PDFAbout TR2016-145- @inproceedings{Farahmand2016dec,
- author = {Farahmand, Amir-massoud and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
- title = {Learning to Control Partial Differential Equations: Regularized Fitted Q-Iteration Approach},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2016,
- pages = {4578--4585},
- month = dec,
- doi = {10.1109/CDC.2016.7798966},
- url = {https://www.merl.com/publications/TR2016-145}
- }
- Laftchiev, E., Nikovski, D.N., "An IoT System to Estimate Personal Thermal Comfort", IEEE World Forum on Internet of Things (WF- IoT), DOI: 10.1109/WF-IoT.2016.7845401, December 2016, pp. 672-677.
BibTeX Download PDFAbout TR2016-161- @inproceedings{Laftchiev2016dec,
- author = {Laftchiev, Emil and Nikovski, Daniel N.},
- title = {An IoT System to Estimate Personal Thermal Comfort},
- booktitle = {IEEE World Forum on Internet of Things (WF- IoT)},
- year = 2016,
- pages = {672--677},
- month = dec,
- doi = {10.1109/WF-IoT.2016.7845401},
- url = {https://www.merl.com/publications/TR2016-161}
- }
- Farahmand, A.-M., Barreto, A.M.S., Nikovski, D.N., "Value-Aware Loss Function for Model Learning in Reinforcement Learning", European Workshop on Reinforcement Learning (EWRL), December 2016.
BibTeX Download PDFAbout TR2016-153- @inproceedings{Farahmand2016dec2,
- author = {Farahmand, Amir-massoud and Barreto, Andre M.S. and Nikovski, Daniel N.},
- title = {Value-Aware Loss Function for Model Learning in Reinforcement Learning},
- booktitle = {European Workshop on Reinforcement Learning (EWRL)},
- year = 2016,
- month = dec,
- url = {https://www.merl.com/publications/TR2016-153}
- }
- Sun, H., Feng, G., Nikovski, D.N., "Dynamic State Estimation Based on Unscented Kalman Filter and Very Short-Term Load and Distributed Generation Forecasting", IEEE International Conference on Power System Technology (POWERCON), DOI: 10.1109/POWERCON.2016.7753928, September 2016.
BibTeX Download PDFAbout TR2016-128- @inproceedings{Sun2016sep2,
- author = {Sun, Hongbo and Feng, Guangyu and Nikovski, Daniel N.},
- title = {Dynamic State Estimation Based on Unscented Kalman Filter and Very Short-Term Load and Distributed Generation Forecasting},
- booktitle = {IEEE International Conference on Power System Technology (POWERCON)},
- year = 2016,
- month = sep,
- doi = {10.1109/POWERCON.2016.7753928},
- url = {https://www.merl.com/publications/TR2016-128}
- }
- Sun, H., Minot, A., Nikovski, D.N., Hashimoto, H., Takano, T., Takaguchi, Y., "Mitigating Substation Demand Fluctuations Using Decoupled Price Schemes for Demand Response", IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), DOI: 10.1109/ISGT.2016.7781189, September 2016.
BibTeX Download PDFAbout TR2016-118- @inproceedings{Sun2016sep,
- author = {Sun, Hongbo and Minot, Ariana and Nikovski, Daniel N. and Hashimoto, Hiroyuki and Takano, Tomihiro and Takaguchi, Yusuke},
- title = {Mitigating Substation Demand Fluctuations Using Decoupled Price Schemes for Demand Response},
- booktitle = {IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)},
- year = 2016,
- month = sep,
- doi = {10.1109/ISGT.2016.7781189},
- url = {https://www.merl.com/publications/TR2016-118}
- }
- Laughman, C.R., Qiao, H., Nikovski, D.N., "Kernel Regression for the Approximation of Heat Transfer Coefficients", Gustav Lorentzen Natural Working Fluids Conference, August 2016.
BibTeX Download PDFAbout TR2016-107- @inproceedings{Laughman2016aug,
- author = {Laughman, Christopher R. and Qiao, Hongtao and Nikovski, Daniel N.},
- title = {Kernel Regression for the Approximation of Heat Transfer Coefficients},
- booktitle = {Gustav Lorentzen Natural Working Fluids Conference},
- year = 2016,
- month = aug,
- url = {https://www.merl.com/publications/TR2016-107}
- }
- Yerazunis, W.S., Barnwell III, J.C., Nikovski, D.N., "Strengthening ABS, Nylon, and Polyester 3D Printed Parts by Stress Tensor Aligned Deposition Paths and Five-Axis Printing", International Solid Freeform Fabrication Symposium, August 2016.
BibTeX Download PDFAbout TR2016-101- @inproceedings{Yerazunis2016aug,
- author = {Yerazunis, William S. and Barnwell III, John C. and Nikovski, Daniel N.},
- title = {Strengthening ABS, Nylon, and Polyester 3D Printed Parts by Stress Tensor Aligned Deposition Paths and Five-Axis Printing},
- booktitle = {International Solid Freeform Fabrication Symposium},
- year = 2016,
- month = aug,
- url = {https://www.merl.com/publications/TR2016-101}
- }
- Nikovski, D.N., Byadarhaly, K., "Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems", IEEE International Joint Conference on Neural Networks, DOI: 10.1109/IJCNN.2016.7727554, July 2016, pp. 2811-2818.
BibTeX Download PDFAbout TR2016-099- @inproceedings{Nikovski2016jul,
- author = {Nikovski, Daniel N. and Byadarhaly, Kiran},
- title = {Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems},
- booktitle = {IEEE International Joint Conference on Neural Networks},
- year = 2016,
- pages = {2811--2818},
- month = jul,
- doi = {10.1109/IJCNN.2016.7727554},
- url = {https://www.merl.com/publications/TR2016-099}
- }
- Wang, Z., Sun, H., Nikovski, D.N., "Distributed secondary voltage controller for droop-controlled microgrids to improve power quality in power distribution networks", IEEE Power & Energy Society General Meeting (PESGM), DOI: 10.1109/PESGM.2016.7741071, July 2016.
BibTeX Download PDFAbout TR2016-096- @inproceedings{Wang2016jul3,
- author = {Wang, Zhao and Sun, Hongbo and Nikovski, Daniel N.},
- title = {Distributed secondary voltage controller for droop-controlled microgrids to improve power quality in power distribution networks},
- booktitle = {IEEE Power & Energy Society General Meeting (PESGM)},
- year = 2016,
- month = jul,
- doi = {10.1109/PESGM.2016.7741071},
- url = {https://www.merl.com/publications/TR2016-096}
- }