Anders Jonsson

According to our database, Anders Jonsson authored at least 91 papers between 1983 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Planning with a Learned Policy Basis to Optimally Solve Complex Tasks.

Guillermo Infante, David Kuric, Anders Jonsson, Vicenç Gómez, Herke van Hoof

CoRR, 2024

2023

Asymmetric Norms to Approximate the Minimum Action Distance.

Lorenzo Steccanella, Anders Jonsson

CoRR, 2023

Generalized Planning as Heuristic Search: A new planning search-space that leverages pointers over objects.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

CoRR, 2023

Performance and Coexistence Evaluation of IEEE 802.11be Multi-link Operation.

Marc Carrascosa-Zamacois, Lorenzo Galati Giordano, Anders Jonsson, Giovanni Geraci, Boris Bellalta

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Understanding Multi-link Operation in Wi-Fi 7: Performance, Anomalies, and Solutions.

Marc Carrascosa-Zamacois, Giovanni Geraci, Lorenzo Galati Giordano, Anders Jonsson, Boris Bellalta

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Provably Efficient Offline Reinforcement Learning in Regular Decision Processes.

Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hierarchies of Reward Machines.

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

Proceedings of the International Conference on Machine Learning, 2023

Hierarchical Representation Learning for Markov Decision Processes.

Lorenzo Steccanella, Simone Totaro, Anders Jonsson

Proceedings of the Conference on Lifelong Learning Agents, 2023

Exploration in Reward Machines with Low Regret.

Hippolyte Bourel, Anders Jonsson, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Computing Programs for Generalized Planning as Heuristic Search.

Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson

CoRR, 2022

Scaling-Up Generalized Planning as Heuristic Search with Landmarks.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Laura Sebastiá, Anders Jonsson

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

State Representation Learning for Goal-Conditioned Reinforcement Learning.

Lorenzo Steccanella, Anders Jonsson

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Reinforcement Learning for Active Modality Selection During Diagnosis.

Gabriel Bernardino, Anders Jonsson, Filip Loncaric, Pablo-Miki Martí Castellote, Marta Sitges, Patrick Clarysse, Nicolas Duchateau

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract).

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes.

Guillermo Infante, Anders Jonsson, Vicenç Gómez

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks.

Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta

IEEE Wirel. Commun., 2021

Decision Tree Learning for Uncertain Clinical Measurements.

Cecília Nunes, Hélène Langet, Mathieu De Craene, Oscar Camara, Bart H. Bijnens, Anders Jonsson

IEEE Trans. Knowl. Data Eng., 2021

Induction and Exploitation of Subgoal Automata for Reinforcement Learning.

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

J. Artif. Intell. Res., 2021

Unsupervised Learning for C-RAN Power Control and Power Allocation.

Rasoul Nikbakht, Anders Jonsson, Angel Lozano

IEEE Commun. Lett., 2021

Unsupervised Learning for Cellular Power Control.

Rasoul Nikbakht, Anders Jonsson, Angel Lozano

IEEE Commun. Lett., 2021

Unsupervised Learning for Parametric Optimization.

Rasoul Nikbakht, Anders Jonsson, Angel Lozano

IEEE Commun. Lett., 2021

Fast Stochastic Kalman Gradient Descent for Reinforcement Learning.

Simone Totaro, Anders Jonsson

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Fast active learning for pure exploration in reinforcement learning.

Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Emilie Kaufmann, Edouard Leurent, Michal Valko

Proceedings of the 38th International Conference on Machine Learning, 2021

Adaptive Reward-Free Exploration.

Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Anders Jonsson, Edouard Leurent, Michal Valko

Proceedings of the Algorithmic Learning Theory, 2021

Improved Exploration in Factored Average-Reward MDPs.

Mohammad Sadegh Talebi, Anders Jonsson, Odalric Maillard

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Hierarchical Width-Based Planning and Learning.

Miquel Junyent, Vicenç Gómez, Anders Jonsson

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

Generalized Planning as Heuristic Search.

Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020

Learning decision trees through Monte Carlo tree search: An empirical evaluation.

Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson

WIREs Data Mining Knowl. Discov., 2020

Hierarchical reinforcement learning for efficient exploration and transfer.

Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson

CoRR, 2020

Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning.

Simone Totaro, Ioannis Boukas, Anders Jonsson, Bertrand Cornélusse

CoRR, 2020

A Flexible Machine-Learning-Aware Architecture for Future WLANs.

Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram

IEEE Commun. Mag., 2020

Planning in Markov Decision Processes with Gap-Dependent Sample Complexity.

Anders Jonsson, Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues, Edouard Leurent, Michal Valko

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Unsupervised-Learning Power Allocation for the Cell-Free Downlink.

Rasoul Nikbakht, Anders Jonsson, Angel Lozano

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Induction of Subgoal Automata for Reinforcement Learning.

Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Generalized Planning with Positive and Negative Examples.

Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Data-informed design parameters for adaptive collaborative scripting in across-spaces learning situations.

Ishari Amarasinghe, Davinia Hernández-Leo, Anders Jonsson

User Model. User Adapt. Interact., 2019

A review of generalized planning.

Sergio Jiménez Celorrio, Javier Segovia Aguas, Anders Jonsson

Knowl. Eng. Rev., 2019

Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs.

Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Gergely Neu

J. Netw. Comput. Appl., 2019

Computing programs for generalized planning using a classical planner.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Artif. Intell., 2019

Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits.

Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz

Ad Hoc Networks, 2019

Unsupervised-Learning Power Control for Cell-Free Wireless Systems.

Rasoul Nikbakht, Anders Jonsson, Angel Lozano

Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Framing Lifelong Learning as Autonomous Deployment: Tune Once Live Forever.

Eneko Agirre, Anders Jonsson, Anthony Larcher

Proceedings of the Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, 2019

Deep Policies for Width-Based Planning in Pixel Domains.

Miquel Junyent, Anders Jonsson, Vicenç Gómez

Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

Solving Multiagent Planning Problems with Concurrent Conditional Effects.

Daniel Furelos-Blanco, Anders Jonsson

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Sustaining Continuous Collaborative Learning Flows in MOOCs: Orchestration Agent Approach.

Ishari Amarasinghe, Davinia Hernández-Leo, Kalpani Manathunga, Anders Jonsson

J. Univers. Comput. Sci., 2018

Computing Hierarchical Finite State Controllers With Classical Planning.

Javier Segovia Aguas, Sergio Jiménez, Anders Jonsson

J. Artif. Intell. Res., 2018

Improving width-based planning with compact policies.

Miquel Junyent, Anders Jonsson, Vicenç Gómez

CoRR, 2018

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.

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

CoRR, 2018

A Monte Carlo Tree Search Approach to Learning Decision Trees.

Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Dual-Kernel Online Reconstruction of Power Maps.

Rasoul Nikbakht, Anders Jonsson, Angel Lozano

Proceedings of the IEEE Global Communications Conference, 2018

CARPooL: Collective Adaptation using concuRrent PLanning.

Daniel Furelos-Blanco, Antonio Bucchiarone, Anders Jonsson

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Collective Adaptation through Concurrent Planning: the Case of Sustainable Urban Mobility.

Antonio Bucchiarone, Daniel Furelos-Blanco, Anders Jonsson, Fahmida Khandokar, Monjur M. Mourshed

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

A unified view of entropy-regularized Markov decision processes.

Gergely Neu, Anders Jonsson, Vicenç Gómez

CoRR, 2017

Implications of decentralized Q-learning resource allocation in wireless networks.

Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Towards Data Informed Group Formation Support Across Learning Spaces.

Ishari Amarasinghe, Davinia Hernández-Leo, Anders Jonsson

Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Generating Context-Free Grammars using Classical Planning.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Intelligent Group Formation in Computer Supported Collaborative Learning Scripts.

Ishari Amarasinghe, Davinia Hernández Leo, Anders Jonsson

Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

Unsupervised Classification of Planning Instances.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

2016

Automatic Generation of High-Level State Features for Generalized Planning.

Damir Lotinac, Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Hierarchical Finite State Controllers for Generalized Planning.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Constructing Hierarchical Task Models Using Invariance Analysis.

Damir Lotinac, Anders Jonsson

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Planning with Partially Specified Behaviors.

Javier Segovia Aguas, Jonathan Ferrer-Mestres, Anders Jonsson

Proceedings of the Artificial Intelligence Research and Development, 2016

Hierarchical Linearly-Solvable Markov Decision Problems.

Anders Jonsson, Vicenç Gómez

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

Generalized Planning with Procedural Domain Control Knowledge.

Javier Segovia Aguas, Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

2015

Computing Plans with Control Flow and Procedures Using a Classical Planner.

Sergio Jiménez Celorrio, Anders Jonsson

Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

Temporal Planning With Required Concurrency Using Classical Planning.

Sergio Jiménez Celorrio, Anders Jonsson, Héctor Palacios

Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014

Automaton Plans.

Christer Bäckström, Anders Jonsson, Peter Jonsson

J. Artif. Intell. Res., 2014

Limitations of acyclic causal graphs for planning.

Anders Jonsson, Peter Jonsson, Tomas Lööw

Artif. Intell., 2014

Probabilistic activity recognition in navigation.

Octavi Font, Guillem Francès, Anders Jonsson, Phil J. Bartie, William A. Mackaness

Proceedings of the 11th Workshop on Positioning, Navigation and Communication, 2014

A Single-Agent Approach to Multiagent Planning.

Matthew Crosby, Anders Jonsson, Michael Rovatsos

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

When Acyclicity Is Not Enough: Limitations of the Causal Graph.

Anders Jonsson, Peter Jonsson, Tomas Lööw

Proceedings of the Twenty-Third International Conference on Automated Planning and Scheduling, 2013

Safe, Strong, and Tractable Relevance Analysis for Planning.

Patrik Haslum, Malte Helmert, Anders Jonsson

Proceedings of the Twenty-Third International Conference on Automated Planning and Scheduling, 2013

2012

The influence of k-dependence on the complexity of planning.

Omer Giménez, Anders Jonsson

Artif. Intell., 2012

From Macro Plans to Automata Plans.

Christer Bäckström, Anders Jonsson, Peter Jonsson

Proceedings of the ECAI 2012, 2012

Macros, Reactive Plans and Compact Representations.

Christer Bäckström, Anders Jonsson, Peter Jonsson

Proceedings of the ECAI 2012, 2012

2011

Scaling Up Multiagent Planning: A Best-Response Approach.

Anders Jonsson, Michael Rovatsos

Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011

2010

A learning approach to interactive browsing of surveillance content.

Anders Jonsson, Christophe Parisot, Christophe De Vleeschouwer

Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

2009

The Role of Macros in Tractable Planning.

Anders Jonsson

J. Artif. Intell. Res., 2009

Planning over Chain Causal Graphs for Variables with Domains of Size 5 Is NP-Hard.

Omer Giménez, Anders Jonsson

J. Artif. Intell. Res., 2009

The Influence of <i>k-</i>Dependence on the Complexity of Planning.

Omer Giménez, Anders Jonsson

Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

2008

The Complexity of Planning Problems With Simple Causal Graphs.

Omer Giménez, Anders Jonsson

J. Artif. Intell. Res., 2008

In Search of the Tractability Boundary of Planning Problems.

Omer Giménez, Anders Jonsson

Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008

2007

Active Learning of Dynamic Bayesian Networks in Markov Decision Processes.

Anders Jonsson, Andrew G. Barto

Proceedings of the Abstraction, 2007

The Role of Macros in Tractable Planning over Causal Graphs.

Anders Jonsson

Proceedings of the IJCAI 2007, 2007

Efficient Pruning of Operators in Planning Domains.

Anders Jonsson

Proceedings of the Current Topics in Artificial Intelligence, 2007

On the Hardness of Planning Problems with Simple Causal Graphs.

Omer Giménez, Anders Jonsson

Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007

2006

Causal Graph Based Decomposition of Factored MDPs.

Anders Jonsson, Andrew G. Barto

J. Mach. Learn. Res., 2006

Coordination with Collective and Individual Decisions.

Paulo Trigo, Anders Jonsson, Helder Coelho

Proceedings of the Advances in Artificial Intelligence, 2006

2005

A causal approach to hierarchical decomposition of factored MDPs.

Anders Jonsson, Andrew G. Barto

Proceedings of the Machine Learning, 2005

2000

Automated State Abstraction for Options using the U-Tree Algorithm.

Anders Jonsson, Andrew G. Barto

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1983

A Swedish text-to-speech system based on an area function model.

Anders Jonsson, Per Hedelin

Proceedings of the IEEE International Conference on Acoustics, 1983