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Anders Jonsson
Anders Jonsson
Artificial Intelligence and Machine Learning group, Universitat Pompeu Fabra
Correu electrònic verificat a upf.edu
Títol
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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
2982017
Causal graph based decomposition of factored mdps
A Jonsson, A Barto
Journal of Machine Learning Research 7 (Nov), 2259-2301, 2006
1332006
Adaptive reward-free exploration
E Kaufmann, P Ménard, OD Domingues, A Jonsson, E Leurent, M Valko
Algorithmic Learning Theory, 865-891, 2021
1012021
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
952021
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
922000
Deep reinforcement learning in medicine
A Jonsson
Kidney Diseases 5 (1), 18-22, 2019
752019
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
682019
A single-agent approach to multiagent planning
M Crosby, A Jonsson, M Rovatsos
ECAI 2014, 237-242, 2014
662014
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
662005
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
632019
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
632019
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
63*2017
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
622017
The Complexity of Planning Problems With Simple Causal Graphs.
O Giménez, A Jonsson
Journal of Artificial Intelligence Research 31 (1), 319-351, 2008
562008
A review of generalized planning
S Jiménez, J Segovia-Aguas, A Jonsson
The Knowledge Engineering Review 34, 2019
552019
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
492018
Induction and exploitation of subgoal automata for reinforcement learning
D Furelos-Blanco, M Law, A Jonsson, K Broda, A Russo
Journal of Artificial Intelligence Research 70, 1031-1116, 2021
452021
Lifelong control of off-grid microgrid with model-based reinforcement learning
S Totaro, I Boukas, A Jonsson, B Cornélusse
Energy 232, 121035, 2021
432021
Generalized planning with procedural domain control knowledge
J Segovia, S Jiménez, A Jonsson
Proceedings of the Twenty-Sixth International Conference on Automated …, 2016
43*2016
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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