Publications

Article

Roy, Raphaëlle N. and Hinss, Marcel F. and Darmet, Ludovic and Ladouce, Simon and Jahanpour, Emilie and Somon, Bertille and Xu, Xiaoqi and Drougard, Nicolas and Dehais, Frédéric and Lotte, Fabien. Retrospective on the first passive brain-computer interface competition on cross-session workload estimation. (2022) Frontiers in Neuroergonomics, 3. ISSN 2673-6195

Roy, Raphaëlle N. and Drougard, Nicolas and Gateau, Thibault and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. How Can Physiological Computing Benefit Human-Robot Interaction? (2020) Robotics, 9 (4). 100-124. ISSN 2218-6581

Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric and Drougard, Nicolas. Towards Mixed-Initiative Human–Robot Interaction: Assessment of Discriminative Physiological and Behavioral Features for Performance Prediction. (2020) Sensors, Special issue Human-Machine Interaction and Sensors, 20 (1). 1-20. ISSN 1424-8220

Dehais, Frédéric and Duprès, Alban and Blum, Sarah and Drougard, Nicolas and Scannella, Sébastien and Roy, Raphaëlle N. and Lotte, Fabien. Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions. (2019) Sensors, 19 (6). 1-14. ISSN 1424-8220

Drougard, Nicolas and Teichteil-Konigsbuch, Florent and Farges, Jean-Loup and Dubois, Didier. Processus décisionnels de Markov possibilités à observabilité mixte. (2015) Revue d'Intelligence Artificielle, 29 (6). 629-653. ISSN 0992-499X

Conference or Workshop Item

Angelotti, Giorgio and Drougard, Nicolas and Ponzoni Carvalho Chanel, Caroline. Expert-guided Symmetry Detection in Markov Decision Processes. (2022) In: International Conference on Agents and Artificial Intelligence, 3 February 2022 - 5 February 2022 (Vienna, Austria).

Jahanpour, Emilie and Xu, Xiaoqi and Hinss, Marcel F. and Drougard, Nicolas and Roy, Raphaëlle N.. A neuroergonomic approach to performance estimation in a psychomotor vigilance task. (2021) In: Neuroergonomics Conference 2021, 11 September 2021 - 16 September 2021 (Munich, Germany).

Dehais, Frédéric and Vergotte, Grégoire and Drougard, Nicolas and Ferraro, Giuseppe and Somon, Bertille and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N.. AI can fool us humans, but not at the psycho-physiological level: a hyperscanning and physiological synchrony study. (2021) In: IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2021), 17 October 2021 - 20 October 2021 (Virtual event, Australia).

Xu, Xiaoqi and Drougard, Nicolas and Roy, Raphaëlle N.. Dimensionality Reduction via the Laplace-Beltrami Operator: Application to EEG-based BCI. (2021) In: IEEE Neural Engineering Conference, 4 May 2021 - 6 May 2021 (Virtual event, Italy).

Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric and Drougard, Nicolas. Mixed-Initiative Human-Automated Agents Teaming: Towards a Flexible Cooperation Framework. (2020) In: 22nd International Conference on Human-Computer Interaction - HCI INTERNATIONAL 2020, 19 July 2020 - 24 July 2020 (Copenhagen, Denmark).

Angelotti, Giorgio and Drougard, Nicolas and Ponzoni Carvalho Chanel, Caroline. Offline Learning for Planning: A Summary. (2020) In: Bridging the Gap Between AI Planning and Reinforcement Learning (PRL), ICAPS 2020 Workshop, 22 October 2020 - 23 October 2020 (Nancy, France).

Charles, Jack-Antoine and Ponzoni Carvalho Chanel, Caroline and Chauffaut, Corentin and Chauvin, Pascal and Drougard, Nicolas. Human-Agent Interaction Model Learning based on Crowdsourcing. (2018) In: 6th International Conference on Human- Agent Interaction (HAI’18), 15 December 2018 - 18 December 2018 (Southampton, United Kingdom).

Drougard, Nicolas and Roy, Raphaëlle N. and Scannella, Sébastien and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. Physiological Assessment of Engagement during HRI: Impact of Manual vs Automatic Mode. (2018) In: 2nd International Neuroergonomics Conference, 27 June 2018 - 29 June 2018 (Philadelphia, United States). (Unpublished)

Drougard, Nicolas and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric. Mixed-initiative mission planning considering human operator state estimation based on physiological sensors. (2017) In: IROS-2017 workshop on Human-Robot Interaction in Collaborative Manufacturing Environments (HRI-CME), 24 September 2017 (Vancouver, Canada).

Goix, Nicolas and Drougard, Nicolas and Brault, Romain and Chiapino, Mael. One Class Splitting Criteria for Random Forests. (2017) In: The 9th Asian Conference on Machine Learning, 15 November 2017 - 17 November 2017 (Seoul, Korea, Republic Of).

Drougard, Nicolas and Dubois, Didier and Farges, Jean-Loup and Teichteil-Königsbuch, Florent. Planning in Partially Observable Domains with Fuzzy Epistemic States and Probabilistic Dynamics. (2015) In: 9th International Conference on Scalable Uncertainty Management (SUM 2015), 16 September 2015 - 18 September 2015 (Quebec, Canada).

Drougard, Nicolas and Teichteil-Königsbuch, Florent and Farges, Jean-Loup and Dubois, Didier. Structured Possibilistic Planning Using Decision Diagrams. (2014) In: Conference on Artificial Intelligence - AAAI 2014, 27 July 2014 - 31 July 2014 (Québec, Canada).

Drougard, Nicolas and Teichteil-Königsbuch, Florent and Farges, Jean-Loup and Dubois, Didier. Qualitative Possibilistic Mixed-Observable MDPs. (2013) In: 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), 11 July 2013 - 15 July 2013 (Bellevue, Wash., United States).

Invited Conference

Drougard, Nicolas and Vergotte, Grégoire and Ferraro, Giuseppe and Somon, Bertille and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric. Hyperscan Project: investigate the physiological and neural markers of teammates cooperation. (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)

Rakotonarivo, Balita Heriniaina and Ponzoni Carvalho Chanel, Caroline and Conversy, Stéphane and Drougard, Nicolas and Garcia, Jérémie. Interactions for the design, certification and execution of UAV missions. (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)