| Augmenting Reinforcement Learning with a Planning Model for Optimizing Energy Demand Response L Spangher, A Gokul, M Khattar, J Palakapilly, U Agwan, A Tawade, ... Proceedings of the 1st International Workshop on Reinforcement Learning for …, 2020 | 15 | 2020 |
| Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs D Jang, L Spangher, T Srivistava, M Khattar, U Agwan, S Nadarajah, ... Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021 | 14 | 2021 |
| Pricing in Prosumer Aggregations using Reinforcement Learning U Agwan, L Spangher, W Arnold, T Srivastava, K Poolla, CJ Spanos Proceedings of the Twelfth ACM International Conference on Future Energy …, 2021 | 12 | 2021 |
| Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response D Jang, L Spangher, M Khattar, U Agwan, C Spanos Proceedings of the Twelfth ACM International Conference on Future Energy …, 2021 | 9 | 2021 |
| Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control W Arnold, T Srivastava, L Spangher, U Agwan, C Spanos Proceedings of the Twelfth ACM International Conference on Future Energy …, 2021 | 8 | 2021 |
| Selling Renewable Utilization Service to Consumers via Cloud Energy Storage Y Yang, U Agwan, G Hu, CJ Spanos arXiv preprint arXiv:2012.14650, 2020 | 8 | 2020 |
| OfficeLearn: An OpenAI Gym Environment for Reinforcement Learning on Occupant-Level Building’s Energy Demand Response L Spangher, A Gokul, J Palakapilly, U Agwan, M Khattar, WJ Ma, ... Tackling Climate Change with Artificial Intelligence Workshop at NeurIPS, 2020 | 7 | 2020 |
| Machine learning for smart and energy-efficient buildings HP Das, YW Lin, U Agwan, L Spangher, A Devonport, Y Yang, J Drgoňa, ... Environmental Data Science 3, e1, 2024 | 5 | 2024 |
| Marginal Value of Mobile Energy Storage in Power Network U Agwan, J Qin, K Poolla, P Varaiya 2021 60th IEEE Conference on Decision and Control (CDC), 4936-4943, 2021 | 5 | 2021 |
| Asset Participation and Aggregation in Incentive-Based Demand Response Programs U Agwan, CJ Spanos, K Poolla 2021 IEEE International Conference on Communications, Control, and Computing …, 2021 | 4 | 2021 |
| Optimal Composition of Prosumer Aggregations U Agwan, K Poolla, CJ Spanos 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-5, 2021 | 3 | 2021 |
| Optimal Prosumer Aggregations: Design and Modeling U Agwan | 3 | 2020 |
| Optimal Prosumer Aggregations: Design and Modeling.(2020) U Agwan | 3 | 2020 |
| Optimizing participation of buildings and aggregations in incentive-based demand response programs U Agwan, CJ Spanos, K Poolla Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022 | 2 | 2022 |
| Time Varying Marginal Emissions Intensity of Energy Consumption: Implications for Flexible Loads U Agwan, S Bobick, S Rangan, K Poolla, CJ Spanos Findings, 2023 | 1 | 2023 |
| Mobile Energy Storage in Power Network: Marginal Value and Optimal Operation U Agwan, J Qin, K Poolla, P Varaiya arXiv preprint arXiv:2303.09704, 2023 | 1 | 2023 |
| Electric vehicle battery sharing game for mobile energy storage provision in power networks U Agwan, J Qin, K Poolla, P Varaiya 2022 IEEE 61st Conference on Decision and Control (CDC), 6364-6370, 2022 | 1 | 2022 |
| Integrating digital building flexibility through sub-aggregator business model K Maki, M Aro, U Agwan, HP Das, YW Lin, C Spanos 27th International Conference on Electricity Distribution (CIRED 2023) 2023 …, 2023 | | 2023 |
| Evaluating and Optimizing Distributed Energy Resources U Agwan University of California, Berkeley, 2023 | | 2023 |
| Machine Learning for Smart and Energy-Efficient Buildings H Prasanna Das, YW Lin, U Agwan, L Spangher, A Devonport, Y Yang, ... arXiv e-prints, arXiv: 2211.14889, 2022 | | 2022 |
Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerified email at berkeley.edu
