Publications

Export 277 results:
Author Title Type [ Year(Asc)]
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.
Gómez, V., Azar, M. Gheshlaghi, and Kappen, H. J., Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input, Artificial Intelligence Research and Development - Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 19-21, 2016, 2016, pp. 177–186.
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.
Ma, J., Le, F., Russo, A., and Lobo, J., Declarative Framework for Specification, Simulation and Analysis of Distributed Applications, IEEE Transactions on Knowledge and Data Engineering, vol. 28, 2016, pp. 1489–1502.
Chen, H., and Dalmau, V., Decomposing Quantified Conjunctive (or Disjunctive) Formulas, SIAM J. Comput., vol. 45, 2016, pp. 2066-2086.
Bodirsky, M., Dalmau, V., Martin, B., Mottet, A., and Pinsker, M., Distance Constraint Satisfaction Problems, Inf. Comput., vol. 247, 2016, pp. 87-105.
Francès, G., and Geffner, H., Effective Planning with More Expressive Languages, Proc. 25th Int. Joint Conf. on Artificial Intelligence, 2016.
Francès, G., and Geffner, H., E-STRIPS: Existential Quantification in Planning and Constraint Satisfaction, Proc. 25th Int. Joint Conf. on Artificial Intelligence, 2016.
Bonet, B., and Geffner, H., Factored Probabilistic Belief Tracking, Proc. 25th Int. Joint Conf. on Artificial Intelligence, 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.
Neu, G., and Bartók, G., Importance weighting without importance weights: An efficient algorithm for combinatorial semi-bandits, Journal of Machine Learning Research, vol. 17, 2016, pp. 1-21.
Aragón, P., Gómez, V., and Kaltenbrunner, A., Measuring Platform Effects in Digital Democracy, The Internet, Policy & Politics Conference (IPPC), 2016. measuring-platform-effects.pdf (891.2 KB)
Kocák, T., Neu, G., and Valko, M., Online learning with Erdős-Rényi side-observation graphs, Uncertainty in Artificial Intelligence, 2016, pp. 339–347.
Kocák, T., Neu, G., and Valko, M., Online learning with noisy side observations, International Conference on Artificial Intelligence and Statistics, 2016, pp. 1186–1194.
Thalmeier, D., Gómez, V., and Kappen, H. J., Optimal Control of Network Structure Growth, NIPS 2016 Workshop: Advances in Approximate Bayesian Inference, 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.
Gómez, V., Thijssen, S., Symington, A., Hailes, S., and Kappen, H. J., Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Systems, Proceedings of the 26th International Conference on Automated Planning and Scheduling (ICAPS'16), 2016.
Lipovetzky, N., Muise, C., and Geffner, H., Traps, Invariants, and Dead-ends, Proc. 26th Int. Joint Conf. on Artificial Intelligence, 2016.
Aragón, P., Gómez, V., and Kaltenbrunner, A., Visualization Tool for Collective Awareness in a Platform of Citizen Proposals, International AAAI Conference on Web and Social Media, 2016.
2015
Friston, K., Rigoli, F., Ognibene, D., Mathys, C., Fitzgerald, T., and Pezzulo, G., Active inference and epistemic value, Cognitive neuroscience, 2015, pp. 1–28.
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.
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.
Kominis, F., and Geffner, H., Beliefs in Multiagent Planning: From One Agent to Many, Proc. ICAPS 2015, 2015.

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