Anders Jonsson
Universidad Pompeu Fabra
H-index: 27
Europe-Spain
Top articles of Anders Jonsson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes | ICML 2023 | Chengshuai Shi Wei Xiong Cong Shen Jing Yang | 2023/6/14 |
Spatial air quality prediction in urban areas via message passing | Engineering Applications of Artificial Intelligence | Sergio Calo Filippo Bistaffa Anders Jonsson Vicenç Gómez Mar Viana | 2024/7/1 |
Planning with a Learned Policy Basis to Optimally Solve Complex Tasks | arXiv preprint arXiv:2403.15301 | Guillermo Infante David Kuric Anders Jonsson Vicenç Gómez Herke van Hoof | 2024/3/22 |
Generalized Planning as Heuristic Search: A new planning search-space that leverages pointers over objects | Artificial Intelligence | Javier Segovia-Aguas Sergio Jiménez Anders Jonsson | 2024/2/15 |
Hierarchies of reward machines | Daniel Furelos-Blanco Mark Law Anders Jonsson Krysia Broda Alessandra Russo | 2023 | |
Asymmetric Norms to Approximate the Minimum Action Distance | arXiv preprint arXiv:2312.10276 | Lorenzo Steccanella Anders Jonsson | 2023/12/16 |
Machine learning for the generation of personalized image analysis protocol in echocardiography: a pilot study in arterial hypertension | European Heart Journal-Cardiovascular Imaging | G Bernardino F Loncaric A Jonsson PM Marti-Castellote M Sitges | 2023/6 |
Hierarchical representation learning for markov decision processes | Lorenzo Steccanella Simone Totaro Anders Jonsson | 2023/11/20 | |
Exploration in Reward Machines with Low Regret | Hippolyte Bourel Anders Jonsson Odalric-Ambrym Maillard Mohammad Sadegh Talebi | 2023/4/11 | |
Understanding multi-link operation in Wi-Fi 7: Performance, anomalies, and solutions | 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) | Marc Carrascosa-Zamacois Giovanni Geraci Lorenzo Galati-Giordano Anders Jonsson Boris Bellalta | 2023/9/5 |
Performance and coexistence evaluation of IEEE 802.11 be multi-link operation | Marc Carrascosa-Zamacois Lorenzo Galati-Giordano Anders Jonsson Giovanni Geraci Boris Bellalta | 2023/3/26 | |
Optimal Hierarchical Average-Reward Linearly-solvable Markov Decision Processes | Guillermo Infante Molina Anders Jonsson Vicenç Gómez | 2023/7/20 | |
State Representation Learning for Goal-Conditioned Reinforcement Learning | Lorenzo Steccanella Anders Jonsson | 2023/3/17 | |
Beyond Markovian RL: Efficient Offline RL in Regular Decision Processes | Roberto Cipollone Anders Jonsson Alessandro Ronca Mohammad Sadegh Talebi | 2023/7/20 | |
Reinforcement learning for active modality selection during diagnosis | Gabriel Bernardino Anders Jonsson Filip Loncaric Pablo-Miki Martí Castellote Marta Sitges | 2022/9/15 | |
Scaling-up generalized planning as heuristic search with landmarks | Proceedings of the International Symposium on Combinatorial Search | Javier Segovia-Aguas Sergio Jiménez Celorrio Laura Sebastiá Anders Jonsson | 2022/7/17 |
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes | Guillermo Infante Anders Jonsson Vicenç Gómez | 2022/6/28 | |
Computing Programs for Generalized Planning as Heuristic Search | arXiv preprint arXiv:2205.06259 | Javier Segovia-Aguas Sergio Jiménez Anders Jonsson | 2022/5/12 |
Improved Exploration in Factored Average-Reward MDPs | Mohammad Sadegh Talebi Anders Jonsson Odalric Maillard | 2021/3/18 | |
Collision Resolution in Multi-player Bandits Without Observing Collision Information | Eleni Nisioti Nikolaos Thomos Boris Bellalta Anders Jonsson | 2021/7/24 |
Co-Authors
