Publications

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Z
Zimin, A., and Neu, G., Online learning in episodic Markovian decision processes by relative entropy policy search, Advances in Neural Information Processing Systems 26, 2013, pp. 1583–1591.
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Vidal, V., and Geffner, H., Solving simple planning problems with more inference and no search, Proc. of the 11th Int. Conf. on Principles and Practice of Constraint Programming (CP-05), Springer, 2005.
Vidal, V., and Geffner, H., Branching and Pruning: An Optimal Temporal POCL Planner based on Constraint Programming, Proceedings of 19th Nat. Conf. on Artificial Intelligence (AAAI-04), D. McGuiness and Ferguson, G., AAAI Press/MIT Press, 2004, pp. 570-577. Paper AIJ 2006 (291.11 KB)
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Trigo, P., Jonsson, A., and Coelho, H., Active Learning of Dynamic Bayesian Networks in Markov Decision Processes, Lecture Notes in Artificial Intelligence: Advances in Artificial Intelligence (IBERAMIA'06), 2006, pp. 37-47.
Thalmeier, D., Gómez, V., and Kappen, H. J., Action selection in growing state spaces: control of network structure growth, Journal of Physics A: Mathematical and Theoretical, vol. 50, 2017, p. 034006.
Thalmeier, D., Gómez, V., and Kappen, H. J., Optimal Control of Network Structure Growth, NIPS 2016 Workshop: Advances in Approximate Bayesian Inference, 2016.
S
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.
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.
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.
Santamaría, G., and Gómez, V., Convex inference for community discovery in signed networks, NIPS 2015 Workshop: Networks in the Social and Information Sciences, 2015.
Sani, A., Neu, G., and Lazaric, A., Exploiting easy data in online optimization, Advances in Neural Information Processing Systems 27 (NIPS), 2014, pp. 810-818.
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Porco, A., Kaltenbrunner, A., and Gómez, V., Low-rank approximations for predicting voting behaviour, NIPS 2015 Workshop: Networks in the Social and Information Sciences, 2015.
Pezzulo, G., Butz, M., Castelfranchi, C., Falcone, R., Baldassarre, G., Balkenius, C., Forster, A., Grinberg, M., Herbort, O., Kiryazov, K., and , Endowing Artificial Systems with Anticipatory Capabilities: Success Cases, The Challenge of Anticipation, 2008, pp. 237–254.
Pezzulo, G., Ognibene, D., Calvi, G., and Lalia, D., Fuzzy-based schema mechanisms in akira, null, IEEE, 2005, pp. 146–152.
Pezzulo, G., and Ognibene, D., Proactive action preparation: Seeing action preparation as a continuous and proactive process, Motor control, vol. 16, 2012, pp. 386–424.
Petit, M., Lallée, S., Boucher, J. - D., Pointeau, G., Cheminade, P., Ognibene, D., Chinellato, E., Pattacini, U., Gori, I., Martinez-Hernandez, U., and , The coordinating role of language in real-time multimodal learning of cooperative tasks, Autonomous Mental Development, IEEE Transactions on, vol. 5, 2013, pp. 3–17.
Patrizi, F., Lipovetzky, N., and Geffner, H., Fair LTL synthesis for non-deterministic systems using strong cyclic planners, Proceedings of the Twenty-Third international joint conference on Artificial Intelligence, AAAI Press, 2013, pp. 2343–2349.
Pasarella, E., and Lobo, J., Reasoning about policy behavior in logic-based trust management systems: Some complexity results and an operational framework, 2015 IEEE 28th Computer Security Foundations Symposium, IEEE, 2015, pp. 232–242.

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