| Budget-constrained multi-armed bandits with multiple plays D Zhou, C Tomlin Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 171 | 2018 |
| Residential demand response targeting using machine learning with observational data D Zhou, M Balandat, C Tomlin 2016 IEEE 55th conference on decision and control (CDC), 6663-6668, 2016 | 63 | 2016 |
| Quantitative comparison of data-driven and physics-based models for commercial building HVAC systems DP Zhou, Q Hu, CJ Tomlin 2017 American control conference (ACC), 2900-2906, 2017 | 46 | 2017 |
| Building model identification during regular operation-empirical results and challenges Q Hu, F Oldewurtel, M Balandat, E Vrettos, D Zhou, CJ Tomlin 2016 American Control Conference (ACC), 605-610, 2016 | 31 | 2016 |
| A bayesian perspective on residential demand response using smart meter data D Zhou, M Balandat, C Tomlin 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 29 | 2016 |
| Model comparison of a data-driven and a physical model for simulating HVAC systems D Zhou, Q Hu, CJ Tomlin arXiv preprint arXiv:1603.05951, 2016 | 22 | 2016 |
| Eliciting private user information for residential demand response DP Zhou, M Balandat, MA Dahleh, CJ Tomlin 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 189-195, 2017 | 17 | 2017 |
| Estimating treatment effects of a residential demand response program using non-experimental data DP Zhou, M Balandat, CJ Tomlin 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 95-102, 2017 | 14 | 2017 |
| Hedging strategies for load-serving entities in wholesale electricity markets DP Zhou, MA Dahleh, CJ Tomlin 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 196-201, 2017 | 13 | 2017 |
| Stability analysis of wholesale electricity markets under dynamic consumption models and real-time pricing DP Zhou, M Roozbehani, MA Dahleh, CJ Tomlin 2017 American Control Conference (ACC), 2048-2053, 2017 | 13 | 2017 |
| How peer effects influence energy consumption DP Zhou, M Roozbehani, MA Dahleh, CJ Tomlin 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 3871-3876, 2017 | 10 | 2017 |
| Estimation and targeting of residential households for hour-ahead demand response interventions–a case study in california DP Zhou, M Balandat, CJ Tomlin 2018 IEEE Conference on Control Technology and Applications (CCTA), 18-23, 2018 | 6 | 2018 |
| Modeling Consumer Behavior in Electricity Markets-Theory and Applications DP Zhou UC Berkeley, 2018 | 2 | 2018 |
| Estimating Heterogeneous Treatment Effects in Residential Demand Response DP Zhou, M Balandat, CJ Tomlin arXiv preprint arXiv:1710.03190, 2017 | 2 | 2017 |
| Experimental Evaluation of Residential Demand Response in California,”” D Zhou, M Balandat, C Tomlin | 1 | 2018 |
| Multi-Armed Bandits with Budget Constraints and Multiple Plays DP Zhou University of California, Berkeley, 2018 | | 2018 |
| Incentive Design in Human-in-the-Loop Cyber-Physical Systems: A Case Study on Demand Response in California DP Zhou, M Balandat, CJ Tomlin CoRR, 2017 | | 2017 |
Claire TomlinUC BerkeleyVerified email at berkeley.edu
