Publications

Export 277 results:
Author Title Type [ Year(Asc)]
2014
Bonet, B., and Geffner, H., Belief tracking for planning with sensing: Width, complexity and approximations, Journal of Artificial Intelligence Research, 2014, pp. 923–970.
Nivel, E., Thórisson, K. R., Steunebrink, B. R., Dindo, H., Pezzulo, G., Rodrıguez, M., Hernández, C., Ognibene, D., Schmidhuber, J., Sanz, R., and , Bounded Seed-AGI, AGI 2014: Quebec City, QC, Canada, Springer Berlin/Heidelberg, 2014, pp. 85–96.
Palacios, H., Albore, A., and Geffner, H., Compiling contingent planning into classical planning: New translations and results, Models and Paradigms for Planning under Uncertainty: a Broad Perspective, 2014, p. 65.
Francès, G., Rubio-Campillo, X., Lancelotti, C., and Madella, M., Decision Making in Agent-Based Models, Multi-Agent Systems, 2014, pp. 370–378.
Ognibene, D., and Baldassarre, G., Ecological Active Vision: Four Bio-Inspired Principles to Integrate Bottom-Up and Adaptive Top-Down Attention Tested With a Simple Camera-Arm Robot, Autonomous Mental Development, IEEE Transactions on, 2014.
Kocák, T. \vs, Neu, G., Valko, M., and Munos, R., Efficient learning by implicit exploration in bandit problems with side observations, Advances in Neural Information Processing Systems 27 (NIPS), 2014, pp. 613-621.
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.
Bonet, B., and Geffner, H., Flexible and Scalable Partially Observable Planning with Linear Translations, AAAI, 2014.
Francès, G., Bai, X., B Cambazoglu, B., and Baeza-Yates, R., Improving the efficiency of multi-site web search engines, Proceedings of the 7th ACM international conference on Web search and data mining, ACM, 2014, pp. 3–12.
Matsubara, T., Gómez, V., and Kappen, H. J., Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models, 30th Conference on Uncertainty in Artificial Intelligence (UAI), 2014.
Jonsson, A., Jonsson, P., and Lööw, T., Limitations of Acyclic Causal Graphs for Planning, Artificial Intelligence, vol. 210, 2014, pp. 36-55.
György, A., and Neu, G., Near-Optimal Rates for Limited-Delay Universal Lossy Source Coding, IEEE Transactions on Information Theory, vol. 60, 2014, pp. 2823–2834.
Geffner, H., Non-classical Planning with a Classical Planner: The Power of Transformations, Logics in Artificial Intelligence, Springer International Publishing, 2014, pp. 33–47.
Neu, G., and Valko, M., Online combinatorial optimization with stochastic decision sets and adversarial losses, Advances in Neural Information Processing Systems 27 (NIPS), 2014, pp. 2780-2788.
Gómez, V., Kappen, H. J., Peters, J., and Neumann, G., Policy Search for Path Integral Control, Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {I}, 2014, pp. 482–497.
Gómez, V., Kappen, H. J., Peters, J., and Neumann, G., Policy search for path integral control, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8724 LNAI, 2014, pp. 482-497.
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.
Llera, A., Gómez, V., and Kappen, H. J., Quantitative analysis of task selection for brain-computer interfaces, Journal of Neural Engineering, vol. 11, 2014, p. 056002.
Boutilier, C., Lang, J., Oren, J., and Palacios, H., Robust winners and winner determination policies under candidate uncertainty, 2014.
de la Rosa, T., Jiménez, S., Fuentetaja, R., and Borrajo, D., Scaling up Heuristic Planning with Relational Decision Trees, CoRR, vol. abs/1401.3885, 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.
Lipovetzky, N., Ramírez, M., Muise, C., and Geffner, H., Width and inference based planners: SIW, BFS (f), and PROBE, Proceedings of the 8th International Planning Competition (IPC-2014), 2014.
Lipovetzky, N., and Geffner, H., Width-based algorithms for classical planning: New results, Heuristics and Search for Domain Independent Planning, vol. 16, 2014, p. 88.

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