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  • The Inria's Research Teams produce an annual Activity Report presenting their activities and their results of the year. These reports include the team members, the scientific program, the software developed by the team and the new results of the year. The report also describes the grants, contracts and the activities of dissemination and teaching. Finally, the report gives the list of publications of the year.

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Bibliography

Major publications by the team in recent years
  • 1A. Cully, J. Clune, D. Tarapore, J.-B. Mouret.

    Robots that can adapt like animals, in: Nature, May 2015, vol. 521, no 7553, pp. 503-507. [ DOI : 10.1038/nature14422 ]

    https://hal.archives-ouvertes.fr/hal-01158243
  • 2J. S. Dibangoye, C. Amato, O. Buffet, F. Charpillet.

    Optimally Solving Dec-POMDPs as Continuous-State MDPs, in: Journal of Artificial Intelligence Research, February 2016, vol. 55, pp. 443-497. [ DOI : 10.1613/jair.4623 ]

    https://hal.inria.fr/hal-01279444
  • 3S. Ivaldi, S. Lefort, J. Peters, M. Chetouani, J. Provasi, E. Zibetti.

    Towards engagement models that consider individual factors in HRI: on the relation of extroversion and negative attitude towards robot to gaze and speech during a human-robot assembly task, in: International Journal of Social Robotics, June 2016.

    http://arxiv.org/abs/1508.04603
Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

International Conferences with Proceedings

  • 11M. Charbonneau, V. Modugno, F. Nori, G. Oriolo, D. Pucci, S. Ivaldi.

    Learning robust task priorities of QP-based whole-body torque-controllers, in: HUMANOIDS 2018 - IEEE-RAS 18th International Conference on Humanoid Robots, Beijing, China, November 2018.

    https://hal.archives-ouvertes.fr/hal-01895146
  • 12K. Chatzilygeroudis, J.-B. Mouret.

    Using Parameterized Black-Box Priors to Scale Up Model-Based Policy Search for Robotics, in: ICRA 2018 - International Conference on Robotics and Automation, brisbane, Australia, May 2018, https://arxiv.org/abs/1709.06917 .

    https://hal.inria.fr/hal-01768285
  • 13O. Dermy, M. Chaveroche, F. Colas, F. Charpillet, S. Ivaldi.

    Prediction of Human Whole-Body Movements with AE-ProMPs, in: IEEE-RAS 18th International Conference on Humanoid Robots (HUMANOIDS 2018), Beijing, China, November 2018.

    https://hal.archives-ouvertes.fr/hal-01895148
  • 14J. S. Dibangoye, M. Fehr, O. Buffet, V. Thomas, J. Dibangoye.

    ρ-POMDPs have Lipschitz-Continuous ϵ-Optimal Value Functions, in: NIPS 2018 - Thirty-second Conference on Neural Information Processing Systems, Montréal, Canada, December 2018.

    https://hal.inria.fr/hal-01903685
  • 15Y. El Khadiri, G. Corona, C. Rose, F. Charpillet.

    Sleep Activity Recognition using Binary Motion Sensors, in: ICTAI 2018 - 30th International Conference on Tools with Artificial Intelligence, Volos, Greece, IEEE, November 2018.

    https://hal.inria.fr/hal-01943463
  • 16I. Fernández Pérez, A. Boumaza, F. Charpillet.

    Maintaining Diversity in Robot Swarms with Distributed Embodied Evolution, in: ANTS 2018 - International Conference on Swarm Intelligence, Rome, Italy, October 2018.

    https://hal.inria.fr/hal-01937119
  • 18R. Kaushik, K. Chatzilygeroudis, J.-B. Mouret.

    Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards, in: CoRL 2018 - Conference on Robot Learning, Zurich, Switzerland, October 2018, https://arxiv.org/abs/1806.09351.

    https://hal.inria.fr/hal-01884294
  • 19A. Malaisé, P. Maurice, F. Colas, F. Charpillet, S. Ivaldi.

    Activity Recognition With Multiple Wearable Sensors for Industrial Applications, in: ACHI 2018 - Eleventh International Conference on Advances in Computer-Human Interactions, Rome, Italy, March 2018.

    https://hal.archives-ouvertes.fr/hal-01701996
  • 20P. Maurice, L. Allienne, A. Malaisé, S. Ivaldi.

    Ethical and Social Considerations for the Introduction of Human-Centered Technologies at Work, in: IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), Genova, Italy, 2018.

    https://hal.archives-ouvertes.fr/hal-01826487
  • 21K. Otani, K. Bouyarmane, S. Ivaldi.

    Generating Assistive Humanoid Motions for Co-Manipulation Tasks with a Multi-Robot Quadratic Program Controller, in: ICRA 2018 - International Conference on Robotics and Automation, Brisbane, Australia, May 2018.

    https://hal.archives-ouvertes.fr/hal-01590678
  • 22S. Paul, K. Chatzilygeroudis, K. Ciosek, J.-B. Mouret, M. A. Osborne, S. Whiteson.

    Alternating Optimisation and Quadrature for Robust Control, in: AAAI 2018 - The Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, United States, February 2018, https://arxiv.org/abs/1605.07496.

    https://hal.inria.fr/hal-01644063
  • 23R. Pautrat, K. Chatzilygeroudis, J.-B. Mouret.

    Bayesian Optimization with Automatic Prior Selection for Data-Efficient Direct Policy Search, in: ICRA 2018 - International Conference on Robotics and Automation, Brisbane, Australia, May 2018, https://arxiv.org/abs/1709.06919 .

    https://hal.inria.fr/hal-01768279
  • 24L. Penco, B. Clément, V. Modugno, E. M. Hoffman, G. Nava, D. Pucci, N. Tsagarakis, J.-B. Mouret, S. Ivaldi.

    Robust Real-time Whole-Body Motion Retargeting from Human to Humanoid, in: HUMANOIDS 2018 - IEEE-RAS 18th International Conference on Humanoid Robots, Beijing, China, November 2018.

    https://hal.archives-ouvertes.fr/hal-01895145
  • 25V. Vassiliades, J.-B. Mouret.

    Discovering the Elite Hypervolume by Leveraging Interspecies Correlation, in: GECCO 2018 - Genetic and Evolutionary Computation Conference, Kyoto, Japan, July 2018, https://arxiv.org/abs/1804.03906. [ DOI : 10.1145/3205455.3205602 ]

    https://hal.inria.fr/hal-01764739

National Conferences with Proceedings

  • 26O. Buffet, J. S. Dibangoye, A. Saffidine, V. Thomas.

    Recherche heuristique pour jeux stochastiques (à somme nulle), in: JFPDA 2018 - Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Nancy, France, July 2018, pp. 1-8.

    https://hal.inria.fr/hal-01840591

Conferences without Proceedings

  • 27E. M. Hoffman, B. Clément, C. Zhou, N. G. Tsagarakis, J.-B. Mouret, S. Ivaldi.

    Whole-Body Compliant Control of iCub: first results with OpenSoT, in: IEEE/RAS ICRA Workshop on Dynamic Legged Locomotion in Realistic Terrains, Brisbane, Australia, May 2018.

    https://hal.archives-ouvertes.fr/hal-01790597
  • 28A. Malaisé, P. Maurice, F. Colas, S. Ivaldi.

    Online Human Activity Recognition for Ergonomics Assessment, in: SIAS 2018 - 9ème conférence internationale sur la sécurité des systèmes industriels automatisés, Nancy, France, October 2018.

    https://hal.archives-ouvertes.fr/hal-01808832

Scientific Books (or Scientific Book chapters)

Internal Reports

  • 30J. S. Dibangoye, O. Buffet.

    Learning to Act in Decentralized Partially Observable MDPs, Inria Grenoble - Rhone-Alpes - CHROMA Team ; Inria Nancy, équipe LARSEN, June 2018, no RR-9179.

    https://hal.inria.fr/hal-01809897

Other Publications

  • 31J. Lehman, J. Clune, D. Misevic, C. Adami, J. Beaulieu, P. J. Bentley, S. Bernard, G. Beslon, D. M. Bryson, N. Cheney, A. Cully, S. Donciuex, F. C. Dyer, K. O. Ellefsen, R. Feldt, S. Fischer, S. Forrest, A. Frenoy, C. Gagneé, L. L. Goff, L. M. Grabowski, B. Hodjat, L. Keller, C. Knibbe, P. Krcah, R. E. Lenski, H. Lipson, R. MacCurdy, C. Maestre, R. Miikkulainen, S. Mitri, D. E. Moriarty, J.-B. Mouret, A. D. Nguyen, C. Ofria, M. Parizeau, D. Parsons, R. T. Pennock, W. F. Punch, T. S. Ray, M. Schoenauer, E. Shulte, K. Sims, K. O. Stanley, F. Taddei, D. Tarapore, S. Thibault, W. Weimer, R. Watson, J. Yosinksi.

    The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities, March 2018, https://arxiv.org/abs/1803.03453 - working paper or preprint.

    https://hal.inria.fr/hal-01735473
References in notes
  • 32M. Andries, F. Charpillet.

    Multi-robot taboo-list exploration of unknown structured environments, in: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2015), Hamburg, Germany, September 2015.

    https://hal.inria.fr/hal-01196008
  • 33M. Araya-López, O. Buffet, V. Thomas, F. Charpillet.

    A POMDP Extension with Belief-dependent Rewards, in: Neural Information Processing Systems - NIPS 2010, Vancouver, Canada, Advances in Neural Information Processing Systems 23, MIT Press, December 2010.

    https://hal.inria.fr/inria-00535560
  • 34T. Barfoot, J. Kelly, G. Sibley.

    Special Issue on Long-Term Autonomy, in: The International Journal of Robotics Research, 2013, vol. 32, no 14, pp. 1609–1610.
  • 35A. Del Prete, F. Nori, G. Metta, L. Natale.

    Prioritized Motion-Force Control of Constrained Fully-Actuated Robots: "Task Space Inverse Dynamics", in: Robotics and Autonomous Systems, 2014.

    http://dx.doi.org/10.1016/j.robot.2014.08.016
  • 36A. Dib, F. Charpillet.

    Pose Estimation For A Partially Observable Human Body From RGB-D Cameras, in: IEEE/RJS International Conference on Intelligent Robots and Systems (IROS), Hamburg, Germany, September 2015, 8 p.

    https://hal.inria.fr/hal-01203638
  • 37A. Fansi Tchango, V. Thomas, O. Buffet, F. Flacher, A. Dutech.

    Simultaneous Tracking and Activity Recognition (STAR) using Advanced Agent-Based Behavioral Simulations, in: ECAI - Proceedings of the Twenty-first European Conference on Artificial Intelligence, Pragues, Czech Republic, August 2014.

    https://hal.inria.fr/hal-01073424
  • 38I. Fernández Pérez, A. Boumaza, F. Charpillet.

    Comparison of Selection Methods in On-line Distributed Evolutionary Robotics, in: ALIFE 14: The fourteenth international conference on the synthesis and simulation of living systems, New York, United States, Artificial Life 14, July 2014. [ DOI : 10.7551/978-0-262-32621-6-ch046 ]

    https://hal.inria.fr/hal-01091119
  • 39U. Frese.

    Interview: Is SLAM Solved?, in: KI - Künstliche Intelligenz, 2010, vol. 24, no 3, pp. 255-257.

    http://dx.doi.org/10.1007/s13218-010-0047-x
  • 40J. Kober, J. A. Bagnell, J. Peters.

    Reinforcement Learning in Robotics: A Survey, in: The International Journal of Robotics Research, August 2013.
  • 41S. Koos, A. Cully, J.-B. Mouret.

    Fast damage recovery in robotics with the t-resilience algorithm, in: The International Journal of Robotics Research, 2013, vol. 32, no 14, pp. 1700–1723.
  • 42F. Pomerleau, P. Krüsi, F. Colas, P. Furgale, R. Siegwart.

    Long-term 3D map maintenance in dynamic environments, in: Robotics and Automation (ICRA), 2014 IEEE International Conference on, IEEE, 2014, pp. 3712–3719.
  • 43SPARC.

    Robotics 2020 Multi-Annual Roadmap, 2014.

    http://www.eu-robotics.net/ppp/objectives-of-our-topic-groups/
  • 44J. Shah, J. Wiken, B. Williams, C. Breazeal.

    Improved human-robot team performance using Chaski, A human-inspired plan execution system, in: ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2011, pp. 29-36.
  • 45D. Silver, J. Veness.

    Monte-Carlo Planning in Large POMDPs, in: Advances in Neural Information Processing Systems 23, Curran Associates, Inc., 2010, pp. 2164–2172.
  • 46O. Simonin, T. Huraux, F. Charpillet.

    Interactive Surface for Bio-inspired Robotics, Re-examining Foraging Models, in: 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boca Raton, United States, IEEE, November 2011.

    https://hal.inria.fr/inria-00617155
  • 47N. Stefanov, A. Peer, M. Buss.

    Role determination in human-human interaction, in: 3rd Joint EuroHaptics Conf. and World Haptics, 2009, pp. 51-56.
  • 48R. S. Sutton, A. G. Barto.

    Introduction to Reinforcement Learning, MIT Press, 1998.
  • 49A. Tapus, M. Matarić, B. Scassellati.

    The grand challenges in Socially Assistive Robotics, in: IEEE Robotics and Automation Magazine - Special Issue on Grand challenges in Robotics, 2007, vol. 14, no 1, pp. 1-7.
  • 50D. Wilson, C. Atkeson.

    Simultaneous Tracking and Activity Recognition (STAR) Using Many Anonymous, Binary Sensors, in: Pervasive Computing, H.-W. Gellersen, R. Want, A. Schmidt (editors), Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2005, vol. 3468, pp. 62-79.

    http://dx.doi.org/10.1007/11428572_5
  • 51G. Wolbring, S. Yumakulov.

    Social Robots: Views of Staff of a Disability Service Organization, in: International Journal of Social Robotics, 2014, vol. 6, no 3, pp. 457-468.