| Social influence as intrinsic motivation for multi-agent deep reinforcement learning N Jaques, A Lazaridou, E Hughes, C Gulcehre, P Ortega, DJ Strouse, ... International conference on machine learning, 3040-3049, 2019 | 303 | 2019 |
| AI safety gridworlds J Leike, M Martic, V Krakovna, PA Ortega, T Everitt, A Lefrancq, L Orseau, ... arXiv preprint arXiv:1711.09883, 2017 | 266 | 2017 |
| Thermodynamics as a theory of decision-making with information-processing costs PA Ortega, DA Braun Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2013 | 241 | 2013 |
| A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in Chile. PA Ortega, CJ Figueroa, GA Ruz DMIN 6, 26-29, 2006 | 152 | 2006 |
| Nash equilibria in multi-agent motor interactions DA Braun, PA Ortega, DM Wolpert PLoS computational biology 5 (8), e1000468, 2009 | 120 | 2009 |
| Causal reasoning from meta-reinforcement learning I Dasgupta, J Wang, S Chiappa, J Mitrovic, P Ortega, D Raposo, ... arXiv preprint arXiv:1901.08162, 2019 | 97 | 2019 |
| Meta reinforcement learning as task inference J Humplik, A Galashov, L Hasenclever, PA Ortega, YW Teh, N Heess arXiv preprint arXiv:1905.06424, 2019 | 94 | 2019 |
| A minimum relative entropy principle for learning and acting PA Ortega, DA Braun Journal of Artificial Intelligence Research 38, 475-511, 2010 | 71 | 2010 |
| Information, utility and bounded rationality DA Ortega, PA Braun Artificial General Intelligence: 4th International Conference, AGI 2011 …, 2011 | 69 | 2011 |
| Meta-learning of sequential strategies PA Ortega, JX Wang, M Rowland, T Genewein, Z Kurth-Nelson, ... arXiv preprint arXiv:1905.03030, 2019 | 59 | 2019 |
| Path integral control and bounded rationality DA Braun, PA Ortega, E Theodorou, S Schaal 2011 IEEE symposium on adaptive dynamic programming and reinforcement …, 2011 | 57 | 2011 |
| From Poincaré recurrence to convergence in imperfect information games: Finding equilibrium via regularization J Perolat, R Munos, JB Lespiau, S Omidshafiei, M Rowland, P Ortega, ... International Conference on Machine Learning, 8525-8535, 2021 | 50 | 2021 |
| Intrinsic social motivation via causal influence in multi-agent RL N Jaques, A Lazaridou, E Hughes, C Gulcehre, PA Ortega, DJ Strouse, ... | 50 | 2018 |
| Laser processing of Al2O3/a‐SiCx:H stacks: a feasible solution for the rear surface of high‐efficiency p‐type c‐Si solar cells I Martín, P Ortega, M Colina, A Orpella, G López, R Alcubilla Progress in Photovoltaics: Research and Applications 21 (5), 1171-1175, 2013 | 46 | 2013 |
| Generalized Thompson sampling for sequential decision-making and causal inference PA Ortega, DA Braun Complex Adaptive Systems Modeling 2 (2), 2014 | 44 | 2014 |
| Action and perception as divergence minimization D Hafner, PA Ortega, J Ba, T Parr, K Friston, N Heess arXiv preprint arXiv:2009.01791, 2020 | 38 | 2020 |
| Human decision-making under limited time PA Ortega, AA Stocker Advances in Neural Information Processing Systems 29, 2016 | 37 | 2016 |
| Information-Theoretic Bounded Rationality PA Ortega, DA Braun, JS Dyer, KE Kim, N Tishby arXiv preprint arXiv:1512.06789, 2015 | 36 | 2015 |
| Motor coordination: when two have to act as one DA Braun, PA Ortega, DM Wolpert Experimental brain research 211, 631-641, 2011 | 33 | 2011 |
| -type emitter surface passivation in solar cells by means of antireflective amorphous silicon carbide layers R Ferre, I Martín, P Ortega, M Vetter, I Torres, R Alcubilla Journal of applied physics 100 (7), 073703, 2006 | 26 | 2006 |
Daniel Alexander BraunProfessor, Ulm UniversityVerified email at uni-ulm.de
