A unified view of entropy-regularized Markov decision processes G Neu, A Jonsson, V Gómez arXiv preprint arXiv:1705.07798, 2017 | 270 | 2017 |
Causal graph based decomposition of factored mdps A Jonsson, A Barto Journal of Machine Learning Research 7 (Nov), 2259-2301, 2006 | 131 | 2006 |
Scaling up multiagent planning: A best-response approach A Jonsson, M Rovatsos Proceedings of the International Conference on Automated Planning and …, 2011 | 92 | 2011 |
Adaptive reward-free exploration E Kaufmann, P Ménard, OD Domingues, A Jonsson, E Leurent, M Valko Algorithmic Learning Theory, 865-891, 2021 | 89 | 2021 |
Automated state abstraction for options using the U-tree algorithm A Jonsson, A Barto Advances in neural information processing systems 13, 1054-1060, 2000 | 89 | 2000 |
Fast active learning for pure exploration in reinforcement learning P Ménard, OD Domingues, A Jonsson, E Kaufmann, E Leurent, M Valko International Conference on Machine Learning, 7599-7608, 2021 | 75 | 2021 |
Deep reinforcement learning in medicine A Jonsson Kidney Diseases 5 (1), 18-22, 2019 | 73 | 2019 |
A causal approach to hierarchical decomposition of factored MDPs A Jonsson, A Barto Proceedings of the 22nd international conference on Machine learning, 401-408, 2005 | 66 | 2005 |
Collaborative spatial reuse in wireless networks via selfish multi-armed bandits F Wilhelmi, C Cano, G Neu, B Bellalta, A Jonsson, S Barrachina-Muñoz Ad Hoc Networks 88, 129-141, 2019 | 61 | 2019 |
A single-agent approach to multiagent planning M Crosby, A Jonsson, M Rovatsos ECAI 2014, 237-242, 2014 | 58 | 2014 |
Potential and pitfalls of multi-armed bandits for decentralized spatial reuse in wlans F Wilhelmi, S Barrachina-Muñoz, B Bellalta, C Cano, A Jonsson, G Neu Journal of Network and Computer Applications 127, 26-42, 2019 | 57 | 2019 |
Potential and pitfalls of multi-armed bandits for decentralized spatial reuse in wlans F Wilhelmi, S Barrachina-Munoz, B Bellalta, C Cano, A Jonsson, G Neu Journal of Network and Computer Applications 127, 26-42, 2019 | 57 | 2019 |
The Complexity of Planning Problems With Simple Causal Graphs. O Giménez, A Jonsson Journal of Artificial Intelligence Research 31 (1), 319-351, 2008 | 56 | 2008 |
Implications of decentralized Q-learning resource allocation in wireless networks F Wilhelmi, B Bellalta, C Cano, A Jonsson 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and …, 2017 | 55 | 2017 |
Implications of decentralized Q-learning resource allocation in wireless networks F Wilhelmi Roca, B Bellalta, C Cano Bastidas, A Jonsson 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and …, 2017 | 55* | 2017 |
A review of generalized planning S Jiménez, J Segovia-Aguas, A Jonsson The Knowledge Engineering Review 34, 2019 | 45 | 2019 |
Artificial Intelligence for the Artificial Kidney: Pointers to the Future of a Personalized Hemodialysis Therapy M Hueso, A Vellido, N Montero, C Barbieri, R Ramos, M Angoso, ... Kidney Diseases 4 (1), 1-9, 2018 | 43 | 2018 |
A Flexible Machine-Learning-Aware Architecture for Future WLANs F Wilhelmi, S Barrachina-Muñoz, B Bellalta, C Cano, A Jonsson, V Ram IEEE Communications Magazine 58 (3), 25-31, 2020 | 39 | 2020 |
A Flexible Machine-Learning-Aware Architecture for Future WLANs F Wilhelmi, S Barrachina-Muñoz, B Bellalta, C Cano, A Jonsson, V Ram IEEE Communications Magazine 58 (3), 25-31, 2020 | 39 | 2020 |
Active learning of dynamic bayesian networks in markov decision processes A Jonsson, A Barto International Symposium on Abstraction, Reformulation, and Approximation …, 2007 | 39 | 2007 |