| Neural message passing for quantum chemistry J Gilmer, SS Schoenholz, PF Riley, O Vinyals, GE Dahl Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017 | 721 | 2017 |
| Molecular graph convolutions: moving beyond fingerprints S Kearnes, K McCloskey, M Berndl, V Pande, P Riley Journal of computer-aided molecular design 30 (8), 595-608, 2016 | 377 | 2016 |
| Massively multitask networks for drug discovery B Ramsundar, S Kearnes, P Riley, D Webster, D Konerding, V Pande arXiv preprint arXiv:1502.02072, 2015 | 249 | 2015 |
| Prediction errors of molecular machine learning models lower than hybrid DFT error FA Faber, L Hutchison, B Huang, J Gilmer, SS Schoenholz, GE Dahl, ... Journal of chemical theory and computation 13 (11), 5255-5264, 2017 | 193* | 2017 |
| The CMUnited-99 champion simulator team P Stone, P Riley, M Veloso Robot Soccer World Cup, 35-48, 1999 | 125 | 1999 |
| Next generation modeling III-agents: Spades---a distributed agent simulation environment with software-in-the-loop execution PF Riley, GF Riley Proceedings of the 35th conference on Winter simulation: driving innovation …, 2003 | 123 | 2003 |
| The CMUnited-98 champion simulator team P Stone, M Veloso, P Riley Robot Soccer World Cup, 61-76, 1998 | 115 | 1998 |
| On behavior classification in adversarial environments P Riley, M Veloso Distributed autonomous robotic systems 4, 371-380, 2000 | 108 | 2000 |
| Defining and using ideal teammate and opponent agent models: A case study in robotic soccer P Stone, P Riley, M Veloso Proceedings Fourth International Conference on MultiAgent Systems, 441-442, 2000 | 92 | 2000 |
| Planning for Distributed Execution through Use of Probabilistic Opponent Models. P Riley, MM Veloso AIPS, 72-82, 2002 | 79 | 2002 |
| Recognizing probabilistic opponent movement models P Riley, M Veloso Robot Soccer World Cup, 453-458, 2001 | 78 | 2001 |
| An empirical study of coaching P Riley, M Veloso, G Kaminka Distributed Autonomous Robotic Systems 5, 215-224, 2002 | 66 | 2002 |
| Layered disclosure: Revealing agents’ internals P Riley, P Stone, M Veloso International Workshop on Agent Theories, Architectures, and Languages, 61-72, 2000 | 51 | 2000 |
| Users manual: RoboCup soccer server manual for soccer server version 7.07 and later M Chen, E Foroughi, F Heintz, S Kapetanakis, K Kostiadis, J Kummeneje, ... | 36 | 2003 |
| Tensor field networks: Rotation-and translation-equivariant neural networks for 3d point clouds N Thomas, T Smidt, S Kearnes, L Yang, L Li, K Kohlhoff, P Riley arXiv preprint arXiv:1802.08219, 2018 | 35 | 2018 |
| SPADES: a system for parallel-agent, discrete-event simulation P Riley AI Magazine 24 (2), 41-41, 2003 | 32 | 2003 |
| Coaching a simulated soccer team by opponent model recognition P Riley, M Veloso Proceedings of the fifth international conference on Autonomous agents, 155-156, 2001 | 31 | 2001 |
| MPADES: Middleware for parallel agent discrete event simulation P Riley Robot Soccer World Cup, 162-178, 2002 | 28 | 2002 |
| Classifying search results to determine page elements T Bedrax-Weiss, R Guha, P Riley, C Anderson US Patent 8,103,676, 2012 | 27 | 2012 |
| Towards any-team coaching in adversarial domains P Riley, M Veloso, G Kaminka International Conference on Autonomous Agents: Proceedings of the first …, 2002 | 24 | 2002 |
