| 2025 | ECAI | Concurrent Multiagent Reinforcement Learning with Reward Machines. | Alessandro Trapasso, Anders Jonsson |
| 2025 | ICLR | Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics. | Ahana Deb, Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi |
| 2024 | ECAI | Hierarchical Average-Reward Linearly-Solvable Markov Decision Processes. | Guillermo Infante, Anders Jonsson, Vicen Gmez |
| 2024 | ICAPS | Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. | David Kuric, Guillermo Infante, Vicen Gmez, Anders Jonsson, Herke van Hoof |
| 2023 | AISTATS | Exploration in Reward Machines with Low Regret. | Hippolyte Bourel, Anders Jonsson, Odalric-Ambrym Maillard, Mohammad Sadegh Talebi |
| 2023 | ICML | Hierarchies of Reward Machines. | Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo |
| 2023 | PIMRC | Understanding Multi-link Operation in Wi-Fi 7: Performance, Anomalies, and Solutions. | Marc Carrascosa-Zamacois, Giovanni Geraci, Lorenzo Galati-Giordano, Anders Jonsson, Boris Bellalta |
| 2023 | WCNC | Performance and Coexistence Evaluation of IEEE 802.11be Multi-link Operation. | Marc Carrascosa-Zamacois, Lorenzo Galati-Giordano, Anders Jonsson, Giovanni Geraci, Boris Bellalta |
| 2022 | AAAI | Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. | Guillermo Infante, Anders Jonsson, Vicen Gmez |
| 2022 | IJCAI | Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract). | Javier Segovia-Aguas, Sergio Jimnez Celorrio, Anders Jonsson |
| 2022 | MICCAI | Reinforcement Learning for Active Modality Selection During Diagnosis. | Gabriel Bernardino, Anders Jonsson, Filip Loncaric, Pablo-Miki Mart Castellote, Marta Sitges, Patrick Clarysse, Nicolas Duchateau |
| 2022 | SoCS | Scaling-Up Generalized Planning as Heuristic Search with Landmarks. | Javier Segovia-Aguas, Sergio Jimnez Celorrio, Laura Sebasti, Anders Jonsson |
| 2021 | AISTATS | Improved Exploration in Factored Average-Reward MDPs. | Mohammad Sadegh Talebi, Anders Jonsson, Odalric Maillard |
| 2021 | ALT | Adaptive Reward-Free Exploration. | Emilie Kaufmann, Pierre Mnard, Omar Darwiche Domingues, Anders Jonsson, Edouard Leurent, Michal Valko |
| 2021 | ICML | Fast active learning for pure exploration in reinforcement learning. | Pierre Mnard, Omar Darwiche Domingues, Anders Jonsson, Emilie Kaufmann, Edouard Leurent, Michal Valko |
| 2020 | AAAI | Generalized Planning with Positive and Negative Examples. | Javier Segovia-Aguas, Sergio Jimnez, Anders Jonsson |
| 2020 | AAAI | Induction of Subgoal Automata for Reinforcement Learning. | Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson |
| 2019 | AAAI | Solving Multiagent Planning Problems with Concurrent Conditional Effects. | Daniel Furelos-Blanco, Anders Jonsson |
| 2019 | PIMRC | Unsupervised-Learning Power Control for Cell-Free Wireless Systems. | Rasoul Nikbakht, Anders Jonsson, Angel Lozano |
| 2018 | GLOBECOM | Dual-Kernel Online Reconstruction of Power Maps. | Rasoul Nikbakht, Anders Jonsson, Angel Lozano |
| 2018 | ICMLA | A Monte Carlo Tree Search Approach to Learning Decision Trees. | Ceclia Nunes, Mathieu De Craene, Hlne Langet, Oscar Camara, Anders Jonsson |
| 2017 | ICALT | Intelligent Group Formation in Computer Supported Collaborative Learning Scripts. | Ishari Amarasinghe, Davinia Hernndez Leo, Anders Jonsson |
| 2017 | IJCAI | Generating Context-Free Grammars using Classical Planning. | Javier Segovia-Aguas, Sergio Jimnez Celorrio, Anders Jonsson |
| 2017 | LAK | Towards Data Informed Group Formation Support Across Learning Spaces. | Ishari Amarasinghe, Davinia Hernndez-Leo, Anders Jonsson |
| 2017 | PIMRC | Implications of decentralized Q-learning resource allocation in wireless networks. | Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson |
| 2016 | ECAI | Constructing Hierarchical Task Models Using Invariance Analysis. | Damir Lotinac, Anders Jonsson |
| 2016 | IJCAI | Hierarchical Finite State Controllers for Generalized Planning. | Javier Segovia-Aguas, Sergio Jimnez Celorrio, Anders Jonsson |
| 2016 | IJCAI | Automatic Generation of High-Level State Features for Generalized Planning. | Damir Lotinac, Javier Segovia-Aguas, Sergio Jimnez Celorrio, Anders Jonsson |
| 2015 | SoCS | Computing Plans with Control Flow and Procedures Using a Classical Planner. | Sergio Jimnez Celorrio, Anders Jonsson |
| 2014 | ECAI | A Single-Agent Approach to Multiagent Planning. | Matthew Crosby, Anders Jonsson, Michael Rovatsos |
| 2012 | ECAI | Macros, Reactive Plans and Compact Representations. | Christer Bckstrm, Anders Jonsson, Peter Jonsson |
| 2012 | ECAI | From Macro Plans to Automata Plans. | Christer Bckstrm, Anders Jonsson, Peter Jonsson |
| 2007 | IJCAI | The Role of Macros in Tractable Planning over Causal Graphs. | Anders Jonsson |
| 2005 | ICML | A causal approach to hierarchical decomposition of factored MDPs. | Anders Jonsson, Andrew G. Barto |
| 1983 | ICASSP | A Swedish text-to-speech system based on an area function model. | Anders Jonsson, Per Hedelin |