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Anders Jonsson
Anders Jonsson
Artificial Intelligence and Machine Learning group, Universitat Pompeu Fabra
Geverifieerd e-mailadres voor upf.edu
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A unified view of entropy-regularized Markov decision processes
G Neu, A Jonsson, V Gómez
arXiv preprint arXiv:1705.07798, 2017
2392017
Causal graph based decomposition of factored mdps
A Jonsson, A Barto
Journal of Machine Learning Research 7 (Nov), 2259-2301, 2006
1302006
Scaling up multiagent planning: A best-response approach
A Jonsson, M Rovatsos
Proceedings of the International Conference on Automated Planning and …, 2011
942011
Automated state abstraction for options using the U-tree algorithm
A Jonsson, A Barto
Advances in neural information processing systems 13, 1054-1060, 2000
872000
Adaptive reward-free exploration
E Kaufmann, P Ménard, OD Domingues, A Jonsson, E Leurent, M Valko
Algorithmic Learning Theory, 865-891, 2021
762021
Deep reinforcement learning in medicine
A Jonsson
Kidney Diseases 5 (1), 18-22, 2019
692019
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
642005
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
612021
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
602019
A Single-Agent Approach to Multiagent Planning.
M Crosby, A Jonsson, M Rovatsos
ECAI, 237-242, 2014
582014
The Complexity of Planning Problems With Simple Causal Graphs.
O Giménez, A Jonsson
Journal of Artificial Intelligence Research 31 (1), 319-351, 2008
572008
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
532019
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
532019
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
472017
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
47*2017
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
382018
Active learning of dynamic bayesian networks in markov decision processes
A Jonsson, A Barto
International Symposium on Abstraction, Reformulation, and Approximation …, 2007
382007
Evaluating the feasibility of learning student models from data
A Jonsson, J Johns, H Mehranian, I Arroyo, B Woolf, A Barto, D Fisher, ...
Educational Data Mining: Papers from the AAAI Workshop, 1-6, 2005
372005
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
352020
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
352020
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Artikelen 1–20