Publications

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2017
Segovia-Aguas, J., Jiménez, S., and Jonsson, A., Generating Context-Free Grammars using Classical Planning, Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), 2017.
Wilhelmi, F., Bellalta, B., Cano, C., and Jonsson, A., Implications of Decentralized Q-learning Resource Allocation in Wireless Networks, Proceedings of the 28th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC'17), 2017.
Amarasinghe, I., Hernández-Leo, D., and Jonsson, A., Intelligent Group Formation in Computer Supported Collaborative Learning Scripts, Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies (ICALT'17), 2017.
Amarasinghe, I., Hernández-Leo, D., and Jonsson, A., Towards Data-Informed Group Formation Support Across Learning Spaces, Proceedings of the 2nd International Workshop on Learning Analytics Across Physical and Digital Spaces (Cross-LAK'17), 2017.
Neu, G., Gómez, V., and Jonsson, A., A unified view of entropy-regularized Markov decision processes, Proceedings of the Deep Reinforcement Learning Symposium at NIPS 2017, 2017.
Segovia-Aguas, J., Jiménez, S., and Jonsson, A., Unsupervised Classification of Planning Instances, Proceedings of the 27th International Conference on Automated Planning and Scheduling (ICAPS'17), 2017.
2016
Lotinac, D., Segovia-Aguas, J., Jiménez, S., and Jonsson, A., Automatic Generation of High-Level State Features for Generalized Planning, Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI'16), 2016.
Lotinac, D., and Jonsson, A., Constructing Hierarchical Task Models Using Invariance Analysis, Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI'16), 2016.
Nunes, C., Jonsson, A., Camara, O., and Bijnens, B., A Decision Tree Approach for Imprecise Data, Proceedings of the 11th Women in Machine Learning Workshop (WiML'16), 2016.
Segovia-Aguas, J., Jiménez, S., and Jonsson, A., Generalized Planning With Procedural Domain Control Knowledge, Proceedings of the 26th International Conference on Automated Planning and Scheduling (ICAPS'16), 2016.
Segovia-Aguas, J., Jiménez, S., and Jonsson, A., Hierarchical Finite State Controllers for Generalized Planning, Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI'16), 2016.
Jonsson, A., and Gómez, V., Hierarchical Linearly-Solvable Markov Decision Problems, Proceedings of the 26th International Conference on Automated Planning and Scheduling (ICAPS'16), 2016.
Segovia-Aguas, J., Ferrer-Mestres, J., and Jonsson, A., Planning with Partially Specified Behaviors, Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence (CCAI'16), 2016.
2015
Lotinac, D., and Jonsson, A., Automatic Generation of HTNs from PDDL, Proceedings of the Planning and Learning (PAL) Workshop at the International Conference on Automated Planning and Scheduling (ICAPS'15), 2015, pp. 15-23.
Lotinac, D., and Jonsson, A., Automatic Generation of HTNs from PDDL, Proceedings of the 2nd Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM'15), 2015.
Jiménez, S., and Jonsson, A., Computing Plans with Control Flow and Procedures using a Classical Planner, Proceedings of the 8th International Annual Symposium on Combinatorial Search (SoCS'15), 2015.
Jiménez, S., Jonsson, A., and Palacios, H., Temporal Planning With Required Concurrency Using Classical Planning, Proceedings of the 25th International Conference on Automated Planning and Scheduling (ICAPS'15), 2015.
2014
Bäckström, C., Jonsson, A., and Jonsson, P., Automaton Plans, Journal of Artificial Intelligence Research, vol. 51, 2014, pp. 255-291.
Jonsson, A., Jonsson, P., and Lööw, T., Limitations of Acyclic Causal Graphs for Planning, Artificial Intelligence, vol. 210, 2014, pp. 36-55.
Font, O., Francès, G., Jonsson, A., Bartie, P., and Mackaness, W., Probabilistic Activity Recognition in Navigation, Proceedings of the 11th IEEE Workshop on Positioning, Navigation and Communication (WPNC'14), 2014.
Crosby, M., Jonsson, A., and Rovatsos, M., A Single-Agent Approach to Multiagent Planning, Proceedings of the 21st European Conference on Artificial Intelligence (ECAI'14), 2014.
2013
Haslum, P., Helmert, M., and Jonsson, A., Safe, Strong and Tractable Relevance Analysis for Planning, Proceedings of the 23rd International Conference on Automated Planning and Scheduling (ICAPS'13), 2013.
Jonsson, A., Jonsson, P., and Lööw, T., When Acyclicity Is Not Enough: Limitations of the Causal Graph, Proceedings of the 23rd International Conference on Automated Planning and Scheduling (ICAPS'13), 2013.
2012
Bäckström, C., Jonsson, A., and Jonsson, P., From Macro Plans to Automata Plans, Proceedings of the 20th European Conference on Artificial Intelligence (ECAI'12), 2012, pp. 91-96.
Gimenez, O., and Jonsson, A., The Influence of k-Dependence on the Complexity of Planning, Artificial Intelligence, vol. 177-179, 2012, pp. 25-45.

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