Publications

Also on Google Scholar and ORCID.

Journal articlesConference papersWorkshops and preprintsOtherThesis

Journal articles

  1. 2026
    A Multimodal Adaptive Framework for Social Interaction with the MiRo-E Robot
    Yufeng Yang, Pei Shan Yap, Sobanawartiny Wijeakumar, Aly Magassouba, and Nikhil Deshpande
    Sensors 26(4), 1209, 2026. DOI
    Communicating with humans
  2. 2026
    Applying a Transformer-based machine-learning model to classify caregiver and infant behaviours during dyadic interactions
    Alexander Turner, Aly Magassouba, and Sobanawartiny Wijeakumar
    Infant Behavior and Development 82, 102175, 2026. DOI
    Communicating with humans
  3. 2024
    Multi Actor-Critic DDPG for Robot Action Space Decomposition: A Framework to Control Large 3D Deformation of Soft Linear Objects
    Mélodie Daniel, Aly Magassouba, Miguel Aranda, Laurent Lequièvre, Juan Antonio Corrales Ramón, Roberto Iglesias Rodriguez, and Youcef Mezouar
    IEEE Robotics and Automation Letters 9(2), 1318–1325, 2024. DOI
    Physically interacting with the world
  4. 2021
    Predicting and attending to damaging collisions for placing everyday objects in photo-realistic simulations
    Aly Magassouba, Komei Sugiura, Angelica Nakayama, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, and Hisashi Kawai
    Advanced Robotics 35(12), 787–799, 2021. DOI
    Perceiving and understanding the world
  5. 2021
    CrossMap Transformer: A Crossmodal Masked Path Transformer Using Double Back-Translation for Vision-and-Language Navigation
    Aly Magassouba, Komei Sugiura, and Hisashi Kawai
    IEEE Robotics and Automation Letters 6(4), 6258–6265, 2021. DOI
    Perceiving and understanding the world
  6. 2020
    A Multimodal Target-Source Classifier With Attention Branches to Understand Ambiguous Instructions for Fetching Daily Objects
    Aly Magassouba, Komei Sugiura, and Hisashi Kawai
    IEEE Robotics and Automation Letters 5(2), 532–539, 2020. DOI
    Perceiving and understanding the world
  7. 2020
    Alleviating the Burden of Labeling: Sentence Generation by Attention Branch Encoder–Decoder Network
    Tadashi Ogura, Aly Magassouba, Komei Sugiura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, and Hisashi Kawai
    IEEE Robotics and Automation Letters 5(4), 5945–5952, 2020. DOI
    Communicating with humans
  8. 2019
    Understanding Natural Language Instructions for Fetching Daily Objects Using GAN-Based Multimodal Target–Source Classification
    Aly Magassouba, Komei Sugiura, Anh Trinh Quoc, and Hisashi Kawai
    IEEE Robotics and Automation Letters 4(4), 3884–3891, 2019. DOI
    Perceiving and understanding the world
  9. 2018
    A Multimodal Classifier Generative Adversarial Network for Carry and Place Tasks From Ambiguous Language Instructions
    Aly Magassouba, Komei Sugiura, and Hisashi Kawai
    IEEE Robotics and Automation Letters 3(4), 3113–3120, 2018. Presented at IROS 2018; RoboCup Best Paper Award DOI
    Perceiving and understanding the world
  10. 2018
    Aural Servo: Sensor-Based Control From Robot Audition
    Aly Magassouba, Nancy Bertin, and François Chaumette
    IEEE Transactions on Robotics 34(3), 572–585, 2018. DOI
    Perceiving and understanding the world
  11. 2018
    Exploiting the Distance Information of the Interaural Level Difference for Binaural Robot Motion Control
    Aly Magassouba, Nancy Bertin, and François Chaumette
    IEEE Robotics and Automation Letters 3(3), 2048–2055, 2018. DOI
    Perceiving and understanding the world

Conference papers

  1. 2026
    Designing Intuitive Human–Drone Interfaces for Post-disaster Response
    Nishi Shishir, Aulia Nadila, Aly Magassouba, and Nikhil Deshpande
    Companion Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction (HRI), 1245–1248, 2026. DOI
    Communicating with humans
  2. 2026
    From Terrain to Wind Noise: Contextual Factors Shaping Outdoor Robot Guide Design for Visually Impaired People
    Adam Biggs, Emily Burdett, Aly Magassouba, and Praminda Caleb-Solly
    Companion Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction (HRI), 838–843, 2026. DOI
    Communicating with humans
  3. 2026
    ManeuverNet: A Soft Actor-Critic Framework for Precise Maneuvering of Double-Ackermann-Steering Robots with Optimized Reward Functions
    Kohio Deflesselle, Mélodie Daniel, Aly Magassouba, Miguel Aranda, and Olivier Ly
    IEEE International Conference on Robotics and Automation (ICRA), 2026. arXiv
    Physically interacting with the world
  4. 2026
    PhyPush: One Push is All You Need for Sensorless Physical Property Estimation with Physics-Guided Transformers
    Koyo Fujii, Luis Figueredo, Praminda Caleb-Solly, Ivan Boschi, Edoardo Ida', Marco Carricato, and Aly Magassouba
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2026. arXiv
    Perceiving and understanding the world Physically interacting with the world
  5. 2025
    An Ethical Risk Assessment of a Social Robot in the Workplace
    Liz Dowthwaite, Karen Lancaster, Elizabeth Marsh, Emma McClaughlin, Pepita Barnard, Praminda Caleb-Solly, Harriet Cameron, Peter Craigon, Aly Magassouba, Frederick Moir, and Helena Webb
    34th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 1859–1864, 2025. DOI
    Communicating with humans
  6. 2025
    Beyond Detection – Orchestrating Human-Robot-Robot Assistance via an Internet of Robotic Things Paradigm
    Joseph Hunt, Koyo Fujii, Aly Magassouba, and Praminda Caleb-Solly
    International Conference on Social Robotics + AI (ICSR), Lecture Notes in Computer Science, 516–523, 2025. DOI
    Communicating with humans
  7. 2020
    Latent-Space Data Augmentation for Visually-Grounded Language Understanding
    Aly Magassouba, Komei Sugiura, and Hisashi Kawai
    Advances in Artificial Intelligence: Selected Papers from the Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2019), Advances in Intelligent Systems and Computing, 179–187, 2020. DOI
    Perceiving and understanding the world
  8. 2020
    Multimodal Attention Branch Network for Perspective-Free Sentence Generation
    Aly Magassouba, Komei Sugiura, and Hisashi Kawai
    Conference on Robot Learning (CoRL), PMLR 100, 76–85, 2020. Paper
    Communicating with humans
  9. 2016
    Audio-based robot control from interchannel level difference and absolute sound energy
    Aly Magassouba, Nancy Bertin, and François Chaumette
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 1992–1999, 2016. DOI
    Perceiving and understanding the world
  10. 2016
    First applications of sound-based control on a mobile robot equipped with two microphones
    Aly Magassouba, Nancy Bertin, and François Chaumette
    IEEE International Conference on Robotics and Automation (ICRA), 2557–2562, 2016. DOI
    Perceiving and understanding the world
  11. 2015
    Sound-based control with two microphones
    Aly Magassouba, Nancy Bertin, and François Chaumette
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 5568–5573, 2015. DOI
    Perceiving and understanding the world
  12. 2011
    A comparison of several approaches to perform a vision-based long range navigation
    A. Durand Petiteville, V. Cadenat, M. Courdesses, F. Delpech De Frayssinet, and A. Magassouba
    10th International Workshop on Electronics, Control, Measurement and Signals (ECMS), 1–10, 2011.
    Perceiving and understanding the world

Workshop papers and preprints

  1. 2026
    DRL-Based Pose Control for Double-Ackermann Robots Under Actuation Uncertainties
    Oussama Zaim, Mélodie Daniel, Aly Magassouba, Miguel Aranda, and Olivier Ly
    ICRA 2026 Workshop on Uncertainty in Open-World Robotics, 2026. arXiv
    Physically interacting with the world
  2. 2025
    Towards Safe Maneuvering of Double-Ackermann-Steering Robots with a Soft Actor-Critic Framework
    Kohio Deflesselle, Mélodie Daniel, Aly Magassouba, Miguel Aranda, and Olivier Ly
    IROS 2025 Workshop on Safety of Intelligent and Autonomous Vehicles (SIAV-FM2L), 2025. arXiv
    Physically interacting with the world
  3. 2016
    Binaural auditory interaction without HRTF for humanoid robots: A sensor-based control approach
    Aly Magassouba, Nancy Bertin, and François Chaumette
    IROS 2016 Workshop on Multimodal Sensor-based Control for HRI and Soft Manipulation, 2016.
    Perceiving and understanding the world

Other publications

  1. 2019
    A multimodal target-source classifier model for object fetching from natural language instructions
    Aly Magassouba, Komei Sugiura, and Hisashi Kawai
    Proceedings of the 33rd Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), 2D3E403, 2019.
    Perceiving and understanding the world

Thesis

  1. 2016
    Aural servo: towards an alternative approach to sound localization for robot motion control
    Aly Magassouba
    PhD thesis, Université Rennes 1, 2016.
    Perceiving and understanding the world