Guillem Francès

gfrances's picture
Since September 2013 I am a PhD candidate at the Artificial Intelligence group, UPF university, under the supervision of Doctor Hector Geffner. I am currently working on issues related to the complexity / expressivity trade-off in automated planning formalisms, and in particular on the computational advantages offered by more expressive language such as Functional STRIPS, as well as by the integration of the heuristic planning paradigm with other AI paradigms such as Constraint Programming.
I am also interested on multi-agent planning and the possible ways in which it interfaces with game-theoretical models.
 
My past research interests have also spanned different areas such as distributed information retrieval, algorithmic game theory or the design and implementation of efficient metaheuristics for intractable problems.

Publications

G. Francès and Geffner, H., Effective Planning with More Expressive Languages, in Proc. 25th Int. Joint Conf. on Artificial Intelligence, 2016.
G. Francès and Geffner, H., Modeling and Computation in Planning: Better Heuristics from More Expressive Languages, in 25th International Conference on Automated Planning and Scheduling (ICAPS 2015), 2015.
J. Ferrer-Mestres, Francès, G., and Geffner, H., Planning with State Constraints and its Application to Combined Task and Motion Planning, in PlanRob - Workshop on Planning and Robotics, 25th International Conference on Automated Planning and Scheduling (ICAPS 2015), 2015. ferrer-frances-geffner-planning-state-constraints-combined-task-motion-planning.pdf (3.62 MB)
G. Francès, Bai, X., B Cambazoglu, B., and Baeza-Yates, R., Improving the efficiency of multi-site web search engines, in Proceedings of the 7th ACM international conference on Web search and data mining, 2014, pp. 3–12.
H. Hernández, Blum, C., and Francès, G., Ant Colony Optimization for Energy-Efficient Broadcasting in Ad-Hoc Networks, Ant Colony Optimization and Swarm Intelligence, vol. 5217. Springer, Berlin Heidelberg, pp. 25-36, 2008.