Anders Jonsson

ORCID

Publication Activity (10 Years)

Years Active: 1983-2023
Publications (10 Years): 88

Top Venues

Publications

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo
Hierarchies of Reward Machines. ICML (2023)
Lorenzo Steccanella, Anders Jonsson
Asymmetric Norms to Approximate the Minimum Action Distance. CoRR (2023)
Marc Carrascosa-Zamacois, Lorenzo Galati Giordano, Anders Jonsson, Giovanni Geraci, Boris Bellalta
Performance and Coexistence Evaluation of IEEE 802.11be Multi-link Operation. WCNC (2023)
Hippolyte Bourel, Anders Jonsson, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi
Exploration in Reward Machines with Low Regret. AISTATS (2023)
Marc Carrascosa-Zamacois, Giovanni Geraci, Lorenzo Galati Giordano, Anders Jonsson, Boris Bellalta
Understanding Multi-link Operation in Wi-Fi 7: Performance, Anomalies, and Solutions. PIMRC (2023)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Generalized Planning as Heuristic Search: A new planning search-space that leverages pointers over objects. CoRR (2023)
Anna Bakidou, Eva-Corina Caragounis, Magnus Andersson Hagiwara, Anders Jonsson, Bengt Arne Sjöqvist, Stefan Candefjord
On Scene Injury Severity Prediction (OSISP) model for trauma developed using the Swedish Trauma Registry. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo
Hierarchies of Reward Machines. CoRR (2022)
Lorenzo Steccanella, Anders Jonsson
State Representation Learning for Goal-Conditioned Reinforcement Learning. CoRR (2022)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson, Laura Sebastiá
Scaling-up Generalized Planning as Heuristic Search with Landmarks. CoRR (2022)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Laura Sebastiá, Anders Jonsson
Scaling-Up Generalized Planning as Heuristic Search with Landmarks. SOCS (2022)
Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson
Computing Programs for Generalized Planning as Heuristic Search. CoRR (2022)
Gabriel Bernardino, Anders Jonsson, Filip Loncaric, Pablo-Miki Martí Castellote, Marta Sitges, Patrick Clarysse, Nicolas Duchateau
Reinforcement Learning for Active Modality Selection During Diagnosis. MICCAI (1) (2022)
Marc Carrascosa-Zamacois, Lorenzo Galati Giordano, Anders Jonsson, Giovanni Geraci, Boris Bellalta
Performance and Coexistence Evaluation of IEEE 802.11be Multi-link Operation. CoRR (2022)
Marc Carrascosa-Zamacois, Giovanni Geraci, Lorenzo Galati Giordano, Anders Jonsson, Boris Bellalta
Understanding Multi-link Operation in Wi-Fi 7: Performance, Anomalies, and Solutions. CoRR (2022)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract). IJCAI (2022)
Lorenzo Steccanella, Anders Jonsson
State Representation Learning for Goal-Conditioned Reinforcement Learning. ECML/PKDD (4) (2022)
Guillermo Infante, Anders Jonsson, Vicenç Gómez
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. AAAI (2022)
Rasoul Nikbakht, Anders Jonsson, Angel Lozano
Unsupervised Learning for Cellular Power Control. IEEE Commun. Lett. 25 (3) (2021)
Miquel Junyent, Vicenç Gómez, Anders Jonsson
Hierarchical Width-Based Planning and Learning. CoRR (2021)
Lorenzo Steccanella, Simone Totaro, Anders Jonsson
Hierarchical Representation Learning for Markov Decision Processes. CoRR (2021)
Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo
Induction and Exploitation of Subgoal Automata for Reinforcement Learning. J. Artif. Intell. Res. 70 (2021)
Miquel Junyent, Vicenç Gómez, Anders Jonsson
Hierarchical Width-Based Planning and Learning. ICAPS (2021)
Mohammad Sadegh Talebi, Anders Jonsson, Odalric Maillard
Improved Exploration in Factored Average-Reward MDPs. AISTATS (2021)
Cecília Nunes, Hélène Langet, Mathieu De Craene, Oscar Camara, Bart H. Bijnens, Anders Jonsson
Decision Tree Learning for Uncertain Clinical Measurements. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Simone Totaro, Anders Jonsson
Fast Stochastic Kalman Gradient Descent for Reinforcement Learning. L4DC (2021)
Guillermo Infante, Anders Jonsson, Vicenç Gómez
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. CoRR (2021)
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. IEEE Wirel. Commun. 28 (1) (2021)
Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson
Generalized Planning as Heuristic Search. ICAPS (2021)
Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Edouard Leurent, Michal Valko
Adaptive Reward-Free Exploration. ALT (2021)
Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Emilie Kaufmann, Edouard Leurent, Michal Valko
Fast active learning for pure exploration in reinforcement learning. ICML (2021)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Generalized Planning as Heuristic Search. CoRR (2021)
Rasoul Nikbakht, Anders Jonsson, Angel Lozano
Unsupervised Learning for Parametric Optimization. IEEE Commun. Lett. 25 (3) (2021)
Rasoul Nikbakht, Anders Jonsson, Angel Lozano
Unsupervised Learning for C-RAN Power Control and Power Allocation. IEEE Commun. Lett. 25 (3) (2021)
Rasoul Nikbakht, Anders Jonsson, Angel Lozano
Unsupervised-Learning Power Allocation for the Cell-Free Downlink. ICC Workshops (2020)
Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo
Induction and Exploitation of Subgoal Automata for Reinforcement Learning. CoRR (2020)
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. CoRR (2020)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram
A Flexible Machine-Learning-Aware Architecture for Future WLANs. IEEE Commun. Mag. 58 (3) (2020)
Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson
Generalized Planning with Positive and Negative Examples. AAAI (2020)
Anders Jonsson, Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Edouard Leurent, Michal Valko
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity. NeurIPS (2020)
Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson
Hierarchical reinforcement learning for efficient exploration and transfer. CoRR (2020)
Mohammad Sadegh Talebi, Anders Jonsson, Odalric-Ambrym Maillard
Improved Exploration in Factored Average-Reward MDPs. CoRR (2020)
Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson
Learning decision trees through Monte Carlo tree search: An empirical evaluation. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Emilie Kaufmann, Edouard Leurent, Michal Valko
Fast active learning for pure exploration in reinforcement learning. CoRR (2020)
Simone Totaro, Ioannis Boukas, Anders Jonsson, Bertrand Cornélusse
Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning. CoRR (2020)
Anders Jonsson, Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Edouard Leurent, Michal Valko
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity. CoRR (2020)
Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson
Induction of Subgoal Automata for Reinforcement Learning. AAAI (2020)
Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Edouard Leurent, Michal Valko
Adaptive Reward-Free Exploration. CoRR (2020)
Daniel Furelos-Blanco, Anders Jonsson
Solving Multiagent Planning Problems with Concurrent Conditional Effects. CoRR (2019)
Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz
Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits. Ad Hoc Networks 88 (2019)
Rasoul Nikbakht, Anders Jonsson, Angel Lozano
Unsupervised-Learning Power Control for Cell-Free Wireless Systems. PIMRC (2019)
Sergio Jiménez Celorrio, Javier Segovia Aguas, Anders Jonsson
A review of generalized planning. Knowl. Eng. Rev. 34 (2019)
Daniel Furelos-Blanco, Anders Jonsson
Solving Multiagent Planning Problems with Concurrent Conditional Effects. AAAI (2019)
Ishari Amarasinghe, Davinia Hernández-Leo, Anders Jonsson
Data-informed design parameters for adaptive collaborative scripting in across-spaces learning situations. User Model. User Adapt. Interact. 29 (4) (2019)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Hierarchical Finite State Controllers for Generalized Planning. CoRR (2019)
Eneko Agirre, Anders Jonsson, Anthony Larcher
Framing Lifelong Learning as Autonomous Deployment: Tune Once Live Forever. IWSDS (2019)
Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson
Induction of Subgoal Automata for Reinforcement Learning. CoRR (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Gergely Neu
Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs. J. Netw. Comput. Appl. 127 (2019)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Generalized Planning With Procedural Domain Control Knowledge. CoRR (2019)
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Deep Policies for Width-Based Planning in Pixel Domains. ICAPS (2019)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Computing programs for generalized planning using a classical planner. Artif. Intell. 272 (2019)
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Deep Policies for Width-Based Planning in Pixel Domains. CoRR (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram
A Flexible Machine Learning-Aware Architecture for Future WLANs. CoRR (2019)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Generalized Planning with Positive and Negative Examples. CoRR (2019)
Ishari Amarasinghe, Davinia Hernández-Leo, Kalpani Manathunga, Anders Jonsson
Sustaining Continuous Collaborative Learning Flows in MOOCs: Orchestration Agent Approach. J. Univers. Comput. Sci. 24 (8) (2018)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Boris Bellalta, Anders Jonsson, Gergely Neu
Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs. CoRR (2018)
Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR (2018)
Antonio Bucchiarone, Daniel Furelos-Blanco, Anders Jonsson, Fahmida Khandokar, Monjur M. Mourshed
Collective Adaptation through Concurrent Planning: the Case of Sustainable Urban Mobility. AAMAS (2018)
Rasoul Nikbakht, Anders Jonsson, Angel Lozano
Dual-Kernel Online Reconstruction of Power Maps. GLOBECOM (2018)
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Improving width-based planning with compact policies. CoRR (2018)
Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson
A Monte Carlo Tree Search Approach to Learning Decision Trees. ICMLA (2018)
Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson
Computing Hierarchical Finite State Controllers With Classical Planning. J. Artif. Intell. Res. 62 (2018)
Daniel Furelos-Blanco, Antonio Bucchiarone, Anders Jonsson
CARPooL: Collective Adaptation using concuRrent PLanning. AAMAS (2018)
Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz
Collaborative Spatial Reuse in Wireless Networks via Selfish Multi-Armed Bandits. CoRR (2017)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Unsupervised Classification of Planning Instances. ICAPS (2017)
Gergely Neu, Anders Jonsson, Vicenç Gómez
A unified view of entropy-regularized Markov decision processes. CoRR (2017)
Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson
Implications of Decentralized Q-learning Resource Allocation in Wireless Networks. CoRR (2017)
Ishari Amarasinghe, Davinia Hernández-Leo, Anders Jonsson
Towards Data Informed Group Formation Support Across Learning Spaces. MMLA-CrossLAK@LAK (2017)
Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson
Implications of decentralized Q-learning resource allocation in wireless networks. PIMRC (2017)
Ishari Amarasinghe, Davinia Hernández Leo, Anders Jonsson
Intelligent Group Formation in Computer Supported Collaborative Learning Scripts. ICALT (2017)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Generating Context-Free Grammars using Classical Planning. IJCAI (2017)
Javier Segovia Aguas, Jonathan Ferrer-Mestres, Anders Jonsson
Planning with Partially Specified Behaviors. CCIA (2016)
Anders Jonsson, Vicenç Gómez
Hierarchical Linearly-Solvable Markov Decision Problems. CoRR (2016)
Anders Jonsson, Vicenç Gómez
Hierarchical Linearly-Solvable Markov Decision Problems. ICAPS (2016)
Damir Lotinac, Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Automatic Generation of High-Level State Features for Generalized Planning. IJCAI (2016)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Hierarchical Finite State Controllers for Generalized Planning. IJCAI (2016)
Damir Lotinac, Anders Jonsson
Constructing Hierarchical Task Models Using Invariance Analysis. ECAI (2016)
Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson
Generalized Planning with Procedural Domain Control Knowledge. ICAPS (2016)
Sergio Jiménez Celorrio, Anders Jonsson, Héctor Palacios
Temporal Planning With Required Concurrency Using Classical Planning. ICAPS (2015)
Sergio Jiménez Celorrio, Anders Jonsson
Computing Plans with Control Flow and Procedures Using a Classical Planner. SOCS (2015)
Omer Giménez, Anders Jonsson
Planning over Chain Causal Graphs for Variables with Domains of Size 5 Is NP-Hard. CoRR (2014)
Magnus Andersson Hagiwara, Björn-Ove Suserud, Boel Andersson-Gäre, Bengt Arne Sjöqvist, Maria Henricson, Anders Jonsson
The effect of a Computerised Decision Support System (CDSS) on compliance with the prehospital assessment process: results of an interrupted time-series study. BMC Medical Informatics Decis. Mak. 14 (2014)
Anders Jonsson
The Role of Macros in Tractable Planning. CoRR (2014)
Octavi Font, Guillem Francès, Anders Jonsson, Phil J. Bartie, William A. Mackaness
Probabilistic activity recognition in navigation. WPNC (2014)
Matthew Crosby, Anders Jonsson, Michael Rovatsos
A Single-Agent Approach to Multiagent Planning. ECAI (2014)
Anders Jonsson, Peter Jonsson, Tomas Lööw
Limitations of acyclic causal graphs for planning. Artif. Intell. 210 (2014)
Christer Bäckström, Anders Jonsson, Peter Jonsson
Automaton Plans. J. Artif. Intell. Res. 51 (2014)
Patrik Haslum, Malte Helmert, Anders Jonsson
Safe, Strong, and Tractable Relevance Analysis for Planning. ICAPS (2013)
Anders Jonsson, Peter Jonsson, Tomas Lööw
When Acyclicity Is Not Enough: Limitations of the Causal Graph. ICAPS (2013)
Christer Bäckström, Anders Jonsson, Peter Jonsson
Macros, Reactive Plans and Compact Representations. ECAI (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anders Jonsson