| Generating synthetic data in finance: opportunities, challenges and pitfalls SA Assefa, D Dervovic, M Mahfouz, RE Tillman, P Reddy, M Veloso Proceedings of the First ACM International Conference on AI in Finance, 1-8, 2020 | 231 | 2020 |
| Methods and apparatus for using smart environment devices via application program interfaces I Karp, L Stesin, C Pi-Sunyer, MA McBride, A Dubman, J Lyons, SW Kortz, ... US Patent 10,638,292, 2020 | 230 | 2020 |
| Power TAC: A competitive economic simulation of the smart grid W Ketter, J Collins, P Reddy Energy Economics 39, 262-270, 2013 | 224 | 2013 |
| Intelligent configuration of a smart environment based on arrival time PP Reddy, M Malhotra, EJ Fisher, T Hester, MA McBride, Y Matsuoka US Patent App. 14/531,805, 2015 | 167 | 2015 |
| Reinforcement learning for market making in a multi-agent dealer market S Ganesh, N Vadori, M Xu, H Zheng, P Reddy, M Veloso arXiv preprint arXiv:1911.05892, 2019 | 94 | 2019 |
| Strategy learning for autonomous agents in smart grid markets PP Reddy, MM Veloso Carnegie Mellon University, 2011 | 86 | 2011 |
| Learned behaviors of multiple autonomous agents in smart grid markets P Reddy, M Veloso Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 1396-1401, 2011 | 73 | 2011 |
| Automatic security system mode selection MR Malhotra, JA Boyd, S Le Guen, JT Lee, P Reddy US Patent 9,508,250, 2016 | 40 | 2016 |
| Factored models for multiscale decision-making in smart grid customers P Reddy, M Veloso Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 363-369, 2012 | 39 | 2012 |
| Artificial intelligence research in finance: discussion and examples M Veloso, T Balch, D Borrajo, P Reddy, S Shah Oxford Review of Economic Policy 37 (3), 564-584, 2021 | 37 | 2021 |
| The 2015 power trading agent competition W Ketter, J Collins, PP Reddy, M Weerdt ERIM Report Series Reference No. ERS-2015-001-LIS, 2015 | 35 | 2015 |
| The power trading agent competition W Ketter, J Collins, PP Reddy, CM Flath, M Weerdt ERIM Report Series Reference No. ERS-2011-027-LIS, 2011 | 32 | 2011 |
| Crowd-based device trust establishment in a connected environment PP Reddy, MR Malhotra US Patent 10,375,150, 2019 | 27 | 2019 |
| Negotiated learning for smart grid agents: entity selection based on dynamic partially observable features P Reddy, M Veloso Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 1313-1319, 2013 | 20 | 2013 |
| Calibration of shared equilibria in general sum partially observable Markov games N Vadori, S Ganesh, P Reddy, M Veloso Advances in Neural Information Processing Systems 33, 14118-14128, 2020 | 16 | 2020 |
| Business Plan P Reddy | 15 | 2013 |
| Risk-sensitive reinforcement learning: a martingale approach to reward uncertainty N Vadori, S Ganesh, P Reddy, M Veloso Proceedings of the First ACM International Conference on AI in Finance, 1-9, 2020 | 12 | 2020 |
| RSSI-based physical layout classification and target tethering in mobile ad-hoc networks PP Reddy, MM Veloso 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2011 | 11 | 2011 |
| The power trading agent competition. ERIM report series reference No W Ketter, J Collins, P Reddy, C Flath, M Weerdt ERS-2011-027-LIS, 2011 | 9 | 2011 |
| Non-parametric stochastic sequential assignment with random arrival times D Dervovic, P Hassanzadeh, S Assefa, P Reddy arXiv preprint arXiv:2106.04944, 2021 | 6 | 2021 |
Manuela M. VelosoHerbert A. Simon University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
