2023

Conference papers

Smail Ait Bouhsain, Rachid Alami, Thierry Simeon. Simultaneous Action and Grasp Feasibility Prediction for Task and Motion Planning through Multi-Task Learning. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, Detroy, United States. ⟨hal-04016581⟩

Simon Wasiela, Paolo Robuffo Giordano, Juan Cortés, Thierry Simeon. A Sensitivity-Aware Motion Planner (SAMP) to Generate Intrinsically-Robust Trajectories. IEEE International Conference on Robotics and Automation (ICRA), 2023, London, United Kingdom. ⟨hal-03808933v2⟩

Smail Ait Bouhsain, Rachid Alami, Thierry Simeon. Learning to Predict Action Feasibility for Task and Motion Planning in 3D Environments. IEEE International Conference on Robotics and Automation (ICRA), 2023, London, United Kingdom. ⟨hal-03808885v2⟩

Preprints, Working Papers, ...

Simon Wasiela, Marco Cognetti, Paolo Robuffo Giordano, Juan Cortés, Thierry Simeon. Learned Sensitivity Metrics for Robust and Accurate Motion Planning. 2023. ⟨hal-04027078⟩

Smail Ait Bouhsain, Rachid Alami, Thierry Simeon. Extending Task and Motion Planning with Feasibility Prediction: Towards Multi-Robot Manipulation Planning of Realistic Objects. 2023. ⟨hal-04284213⟩

2022

Journal articles

Amélie Barozet, Kevin Molloy, Marc Vaisset, Christophe Zanon, Pierre Fauret, et al.. MoMA-LoopSampler: A web server to exhaustively sample protein loop conformations. Bioinformatics, 2022, 38 (2), pp.552-553. ⟨10.1093/bioinformatics/btab584⟩. ⟨hal-03326493⟩

2021

Journal articles

Amélie Barozet, Marc Bianciotto, Marc Vaisset, Thierry Simeon, Hervé Minoux, et al.. Protein loops with multiple meta-stable conformations: a challenge for sampling and scoring methods. Proteins - Structure, Function and Bioinformatics, 2021, 89 (2), pp.218-231. ⟨10.1002/prot.26008⟩. ⟨hal-02947409⟩

Book sections

Juan Cortés, Thierry Simeon. Sampling-Based Tree Planners (RRT, EST, and Variations). Encyclopedia of Robotics, Springer Berlin Heidelberg, pp.1-9, 2021, ⟨10.1007/978-3-642-41610-1_170-1⟩. ⟨hal-03165054⟩

2020

Journal articles

Amélie Barozet, Kevin Molloy, Marc Vaisset, Thierry Simeon, Juan Cortés. A Reinforcement-Learning-Based Approach to Enhance Exhaustive Protein Loop Sampling. Bioinformatics, 2020, 36 (4), pp.1099-1106. ⟨10.1093/bioinformatics/btz684⟩. ⟨hal-02289207⟩

Book sections

Laurent Denarie, Kevin Molloy, Marc Vaisset, Thierry Simeon, Juan Cortés. Combining System Design and Path Planning. Goldberg K., Abbeel P., Bekris K., Miller L. Algorithmic Foundations of Robotics XII, 13, , pp.112-127, 2020, Springer Proceedings in Advanced Robotics, ⟨10.1007/978-3-030-43089-4_8⟩. ⟨hal-02571707⟩

2019

Journal articles

Kevin Molloy, Laurent Denarie, Marc Vaisset, Thierry Simeon, Juan Cortés. Simultaneous System Design and Path Planning: A Sampling-based Algorithm.. The International Journal of Robotics Research, 2019, 38 (2-3), pp.375-387. ⟨10.1177/0278364918783054⟩. ⟨hal-01834414⟩

Book sections

Alexandre Boeuf, Juan Cortés, Thierry Simeon. Motion Planning. Aerial Robotic Manipulation, pp.317-332, 2019, 978-3-030-12945-3. ⟨10.1007/978-3-030-12945-3_23⟩. ⟨hal-02191300⟩

2018

Journal articles

Alejandro N Estaña, Kevin Molloy, Marc Vaisset, Nathalie Sibille, Thierry Simeon, et al.. Hybrid parallelization of a multi-tree path search algorithm: Application to highly-flexible biomolecules. Parallel Computing, 2018, 77, pp.84-100. ⟨10.1016/j.parco.2018.06.005⟩. ⟨hal-01823694v2⟩

Amélie Barozet, Marc Bianciotto, Thierry Simeon, Hervé Minoux, Juan Cortés. Conformational changes in antibody Fab fragments upon binding and their consequences on the performance of docking algorithms. Immunology Letters, 2018, 200, pp.5-15. ⟨10.1016/j.imlet.2018.06.002⟩. ⟨hal-01823695⟩

Laurent Denarie, Ibrahim Al Bluwi, Marc Vaisset, Thierry Simeon, Juan Cortés. Segmenting Proteins into Tripeptides to Enhance Conformational Sampling with Monte Carlo Methods. Molecules, 2018, 23 (2), pp.373. ⟨10.3390/molecules23020373⟩. ⟨hal-01708710⟩

2017

Conference papers

Francesco Capolupo, Thierry Simeon, Jean-Claude Berges. Heuristic Guidance Techniques for the Exploration of Small Celestial Bodies. The 20th World Congress of the International Federation of Automatic Control (IFAC 2017), Jul 2017, Toulouse, France. 6p. ⟨hal-01561690⟩

2016

Journal articles

Didier Devaurs, Thierry Simeon, Juan Cortés. Optimal Path Planning in Complex Cost Spaces With Sampling-Based Algorithms. IEEE Transactions on Automation Science and Engineering, 2016, 13 (2), pp.415-424. ⟨10.1109/TASE.2015.2487881⟩. ⟨hal-01231482⟩

Conference papers

Laurent Denarie, Kevin Molloy, Marc Vaisset, Thierry Simeon, Juan Cortés. Combining System Design and Path Planning. Workshop on the Algorithmic Foundations of Robotics (WAFR), Dec 2016, San Francisco, United States. ⟨hal-01364042⟩

2015

Journal articles

Didier Devaurs, Kevin Molloy, Marc Vaisset, Amarda Shehu, Thierry Simeon, et al.. Characterizing Energy Landscapes of Peptides using a Combination of Stochastic Algorithms. IEEE Transactions on NanoBioscience, 2015, 14 (5), pp. 545-552. ⟨hal-01143833⟩

Conference papers

Kevin Molloy, Nicolas Buhours, Marc Vaisset, Thierry Simeon, Étienne Ferré, et al.. A Reinforcement Learning Approach to Protein Loop Modeling. IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep 2015, Hamburg, Germany. ⟨hal-01206128⟩

Alexandre Boeuf, Juan Cortés, Rachid Alami, Thierry Simeon. Enhancing sampling-based kinodynamic motion planning for quadrotors. IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep 2015, Hamburg, Germany. ⟨hal-01231717⟩

2014

Conference papers

Benjamin Vadant, Mamoun Gharbi, Rachid Alami, Thierry Simeon. Being safe around the robot. Algorithmic Human Robot Interaction Workshop, HRI 2014, Mar 2014, Bielefeld, Germany. ⟨hal-01110185⟩

Didier Devaurs, Amarda Shehu, Thierry Simeon, Juan Cortés. Sampling-based methods for a full characterization of energy landscapes of small peptides. IEEE International Conference on Bioinformatics and Biomedicine, Nov 2014, Belfast, United Kingdom. 8 p. ⟨hal-01070405⟩

Didier Devaurs, Thierry Simeon, Juan Cortés. Efficient sampling-based approaches to optimal path planning in complex cost spaces. International Workshop on the Algorithmic Foundations of Robotics (WAFR), Aug 2014, Istanbul, Turkey. pp.16. ⟨hal-01062970⟩

Didier Devaurs, Thierry Simeon, Juan Cortés. A multi-tree extension of the Transition-based RRT: Application to ordering-and-pathfinding problems in continuous cost spaces. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sep 2014, Chicago, United States. 6 p. ⟨hal-01057030⟩

Alexandre Boeuf, Juan Cortés, Rachid Alami, Thierry Simeon. Planning agile motions for quadrotors in constrained environments. IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep 2014, Chicago, United States. 6p., ⟨10.1109/IROS.2014.6942564⟩. ⟨hal-01187138⟩