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Mehdi Khamassi
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Publications
- 2023
- [j18]Rémi Dromnelle, Erwan Renaudo, Mohamed Chetouani, Petros Maragos, Raja Chatila, Benoît Girard, Mehdi Khamassi:
Reducing Computational Cost During Robot Navigation and Human-Robot Interaction with a Human-Inspired Reinforcement Learning Architecture. Int. J. Soc. Robotics 15(8): 1297-1323 (2023) - [j17]Gilles Bailly, Mehdi Khamassi, Benoît Girard:
Computational Model of the Transition from Novice to Expert Interaction Techniques. ACM Trans. Comput. Hum. Interact. 30(5): 66:1-66:33 (2023) - 2022
- [j16]Elisa Massi, Jeanne Barthélemy, Juliane Mailly, Rémi Dromnelle, Julien Canitrot, Esther Poniatowski, Benoît Girard, Mehdi Khamassi:
Model-Based and Model-Free Replay Mechanisms for Reinforcement Learning in Neurorobotics. Frontiers Neurorobotics 16 (2022) - 2020
- [j14]Mehdi Khamassi, Benoît Girard:
Modeling awake hippocampal reactivations with model-based bidirectional search. Biol. Cybern. 114(2): 231-248 (2020) - [c20]Rémi Dromnelle, Erwan Renaudo, Guillaume Pourcel, Raja Chatila, Benoît Girard, Mehdi Khamassi:
How to Reduce Computation Time While Sparing Performance During Robot Navigation? A Neuro-Inspired Architecture for Autonomous Shifting Between Model-Based and Model-Free Learning. Living Machines 2020: 68-79 - [c19]Rémi Dromnelle, Benoît Girard, Erwan Renaudo, Raja Chatila, Mehdi Khamassi:
Coping with the variability in humans reward during simulated human-robot interactions through the coordination of multiple learning strategies. RO-MAN 2020: 612-617 - [i8]Rémi Dromnelle, Erwan Renaudo, Guillaume Pourcel, Raja Chatila, Benoît Girard, Mehdi Khamassi:
How to reduce computation time while sparing performance during robot navigation? A neuro-inspired architecture for autonomous shifting between model-based and model-free learning. CoRR abs/2004.14698 (2020) - [i7]Rémi Dromnelle, Benoît Girard, Erwan Renaudo, Raja Chatila, Mehdi Khamassi:
Coping with the variability in humans reward during simulated human-robot interactions through the coordination of multiple learning strategies. CoRR abs/2005.03987 (2020) - [i6]Stéphane Doncieux, Nicolas Bredèche, Leni K. Le Goff, Benoît Girard, Alexandre Coninx, Olivier Sigaud, Mehdi Khamassi, Natalia Díaz Rodríguez, David Filliat, Timothy M. Hospedales, A. E. Eiben, Richard J. Duro:
DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics. CoRR abs/2005.06223 (2020) - 2018
- [j11]Raja Chatila, Erwan Renaudo, Mihai Andries, Ricardo Omar Chávez García, Pierre Luce-Vayrac, Raphaël Gottstein, Rachid Alami, Aurélie Clodic, Sandra Devin, Benoît Girard, Mehdi Khamassi:
Toward Self-Aware Robots. Frontiers Robotics AI 5: 88 (2018) - [j10]Nassim Aklil, Benoît Girard, Ludovic Denoyer, Mehdi Khamassi:
Sequential Action Selection and Active Sensing for Budgeted Localization in Robot Navigation. Int. J. Semantic Comput. 12(1): 109-128 (2018) - [c14]Lise Aubin, Mehdi Khamassi, Benoît Girard:
Prioritized Sweeping Neural DynaQ with Multiple Predecessors, and Hippocampal Replays. Living Machines 2018: 16-27 - [i5]Lise Aubin, Mehdi Khamassi, Benoît Girard:
Prioritized Sweeping Neural DynaQ with Multiple Predecessors, and Hippocampal Replays. CoRR abs/1802.05594 (2018) - 2017
- [j6]Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Jemma Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito:
Sustainable computational science: the ReScience initiative. PeerJ Comput. Sci. 3: e142 (2017) - [c10]Nassim Aklil, Benoît Girard, Mehdi Khamassi, Ludovic Denoyer:
Sequential Action Selection for Budgeted Localization in Robots. IRC 2017: 97-100 - [i3]Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Jemma Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito:
Sustainable computational science: the ReScience initiative. CoRR abs/1707.04393 (2017) - [i2]Guillaume Viejo, Benoît Girard, Emmanuel Procyk, Mehdi Khamassi:
Adaptive coordination of working-memory and reinforcement learning in non-human primates performing a trial-and-error problem solving task. CoRR abs/1711.00698 (2017) - 2015
- [c8]Erwan Renaudo, Benoît Girard, Raja Chatila, Mehdi Khamassi:
Respective Advantages and Disadvantages of Model-based and Model-free Reinforcement Learning in a Robotics Neuro-inspired Cognitive Architecture. BICA 2015: 178-184 - [c7]Erwan Renaudo, Benoît Girard, Raja Chatila, Mehdi Khamassi:
Which criteria for autonomously shifting between goal-directed and habitual behaviors in robots? ICDL-EPIROB 2015: 254-260 - 2014
- [c6]Erwan Renaudo, Benoît Girard, Raja Chatila, Mehdi Khamassi:
Design of a Control Architecture for Habit Learning in Robots. Living Machines 2014: 249-260 - 2012
- [c5]Ken Caluwaerts, Antoine Favre-Félix, Mariacarla Staffa, Steve N'Guyen, Christophe Grand, Benoît Girard, Mehdi Khamassi:
Neuro-inspired Navigation Strategies Shifting for Robots: Integration of a Multiple Landmark Taxon Strategy. Living Machines 2012: 62-73 - 2008
- [c2]Laurent Dollé, Mehdi Khamassi, Benoît Girard, Agnès Guillot, Ricardo Chavarriaga:
Analyzing Interactions between Navigation Strategies Using a Computational Model of Action Selection. Spatial Cognition 2008: 71-86 - 2005
- [j2]Mehdi Khamassi, Loïc Lachèze, Benoît Girard, Alain Berthoz, Agnès Guillot:
Actor-Critic Models of Reinforcement Learning in the Basal Ganglia: From Natural to Artificial Rats. Adapt. Behav. 13(2): 131-148 (2005) - [j1]Jean-Arcady Meyer, Agnès Guillot, Benoît Girard, Mehdi Khamassi, Patrick Pirim, Alain Berthoz:
The Psikharpax project: towards building an artificial rat. Robotics Auton. Syst. 50(4): 211-223 (2005)
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