Publications

Publications in reverse chronological order. A selection of PDFs is hosted here; the rest link to HAL, arXiv or the publisher.

2026

  1. arXiv
    Amortising trajectory optimisation for residual MPC via implicit contact differentiation
    Daniel Layeghi, Thomas Corbères, Calum Arnott, Aditya Kamireddypalli, Hashim Al-Obaidi, Steve Tonneau, and Michael Mistry
    arXiv preprint arXiv:2607.24959, 2026
  2. ICRA
    CASSR: continuous A-Star search through reachability for real time footstep planning
    Jiayi Wang and Steve Tonneau
    In 2026 IEEE International Conference on Robotics and Automation (ICRA), 2026
  3. T-RO
    System identification under constraints and disturbance: a Bayesian estimation approach
    Sergi Martinez, Steve Tonneau, and Carlos Mastalli
    IEEE Transactions on Robotics, 2026
    Accepted

2025

  1. Humanoids
    Scaling whole-body multi-contact manipulation with contact optimization
    Victor Levé, João Moura, Sachiya Fujita, Tamon Miyake, Steve Tonneau, and Sethu Vijayakumar
    In 2025 IEEE-RAS 24th International Conference on Humanoid Robots (Humanoids), 2025
  2. CoRL
    Very high frequency interpolation for direct torque control
    Rafael Kourdis, Maciej Stępień, Jérôme Manhes, Nicolas Mansard, Steve Tonneau, Philippe Souères, and Thomas Flayols
    In CoRL 2025 Workshop on Open-Source Hardware in the Era of Robot Learning, 2025
  3. IEEE Access
    Perceptive locomotion through whole-body MPC and optimal region selection
    Thomas Corbères, Carlos Mastalli, Wolfgang Merkt, Jaehyun Shim, Ioannis Havoutis, Maurice Fallon, Nicolas Mansard, Thomas Flayols, Sethu Vijayakumar, and Steve Tonneau
    IEEE Access, 2025

2024

  1. Humanoids
    Explicit contact optimization in whole-body contact-rich manipulation
    Victor Levé, João Moura, Namiko Saito, Steve Tonneau, and Sethu Vijayakumar
    In 2024 IEEE-RAS 23rd International Conference on Humanoid Robots (Humanoids), 2024
  2. Humanoids
    NAS: N-step computation of all solutions to the footstep planning problem
    Jiayi Wang, Saeid Samadi, Hefan Wang, Pierre Fernbach, Olivier Stasse, Sethu Vijayakumar, and Steve Tonneau
    In 2024 IEEE-RAS 23rd International Conference on Humanoid Robots (Humanoids), 2024
  3. T-RO
    Online multicontact receding horizon planning via value function approximation
    Jiayi Wang, Sanghyun Kim, Teguh Santoso Lembono, Wenqian Du, Jaehyun Shim, Saeid Samadi, Ke Wang, Vladimir Ivan, Sylvain Calinon, Sethu Vijayakumar, and Steve Tonneau
    IEEE Transactions on Robotics, 2024
  4. IEEE Access
    Reference-free model predictive control for quadrupedal locomotion
    Gianni Lunardi, Thomas Corbères, Carlos Mastalli, Nicolas Mansard, Thomas Flayols, Steve Tonneau, and Andrea Del Prete
    IEEE Access, 2024

2023

  1. ICRA
    Topology-based MPC for automatic footstep placement and contact surface selection
    Jaehyun Shim, Carlos Mastalli, Thomas Corbères, Steve Tonneau, Vladimir Ivan, and Sethu Vijayakumar
    In 2023 IEEE International Conference on Robotics and Automation (ICRA), 2023
  2. arXiv
    Neural Lyapunov and optimal control
    Daniel Layeghi, Steve Tonneau, and Michael Mistry
    arXiv preprint arXiv:2305.15244, 2023
  3. T-RO
    Inverse-dynamics MPC via nullspace resolution
    Carlos Mastalli, Saroj Prasad Chhatoi, Thomas Corbères, Steve Tonneau, and Sethu Vijayakumar
    IEEE Transactions on Robotics, 2023

2022

  1. IROS
    Learning to guide online multi-contact receding horizon planning
    Jiayi Wang, Teguh Santoso Lembono, Sanghyun Kim, Sylvain Calinon, Sethu Vijayakumar, and Steve Tonneau
    In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
  2. IROS
    A versatile co-design approach for dynamic legged robots
    Traiko Dinev, Carlos Mastalli, Vladimir Ivan, Steve Tonneau, and Sethu Vijayakumar
    In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
  3. IROS
    Real-time footstep planning and control of the Solo quadruped robot in 3D environments
    Fanny Risbourg, Thomas Corbères, Pierre-Alexandre Léziart, Thomas Flayols, Nicolas Mansard, and Steve Tonneau
    In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
  4. arXiv
    Differentiable optimal control via differential dynamic programming
    Traiko Dinev, Carlos Mastalli, Vladimir Ivan, Steve Tonneau, and Sethu Vijayakumar
    arXiv preprint arXiv:2209.01117, 2022
  5. RA-L
    Improved control scheme for the Solo quadruped and experimental comparison of model predictive controllers
    Pierre-Alexandre Léziart, Thomas Corbères, Thomas Flayols, Steve Tonneau, Nicolas Mansard, and Philippe Souères
    IEEE Robotics and Automation Letters, 2022
  6. ICRA
    Optimal control via combined inference and numerical optimization
    Daniel Layeghi, Steve Tonneau, and Michael Mistry
    In 2022 International Conference on Robotics and Automation (ICRA), 2022
  7. ICRA
    Convex strategies for trajectory optimisation: application to the polytope traversal problem
    Steve Tonneau
    In 2022 International Conference on Robotics and Automation (ICRA), 2022
  8. Editorial
    Editorial: creating lifelike digital humans
    Fabien Danieau, Philippe Guillotel, Ludovic Hoyet, Steve Tonneau, and Yajie Zhao
    Frontiers in Virtual Reality, 2022

2021

  1. Humanoids
    Multi-fidelity receding horizon planning for multi-contact locomotion
    Jiayi Wang, Sanghyun Kim, Sethu Vijayakumar, and Steve Tonneau
    In 2020 IEEE-RAS 20th International Conference on Humanoid Robots (Humanoids), 2021
  2. RA-L
    Solving footstep planning as a feasibility problem using L1-norm minimization
    Daeun Song, Pierre Fernbach, Thomas Flayols, Andrea Del Prete, Nicolas Mansard, Steve Tonneau, and Young J. Kim
    IEEE Robotics and Automation Letters, 2021
  3. ICRA
    Learning to steer a locomotion contact planner
    Jason Chemin, Pierre Fernbach, Daeun Song, Guilhem Saurel, Nicolas Mansard, and Steve Tonneau
    In 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021
  4. ICRA
    Whole body model predictive control with a memory of motion: experiments on a torque-controlled Talos
    Ewen Dantec, Rohan Budhiraja, Adria Roig, Teguh Lembono, Guilhem Saurel, Olivier Stasse, Pierre Fernbach, Steve Tonneau, Sethu Vijayakumar, Sylvain Calinon, Michel Taix, and Nicolas Mansard
    In 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021

2020

  1. IROS
    Automatic gait pattern selection for legged robots
    Jiayi Wang, Iordanis Chatzinikolaidis, Carlos Mastalli, Wouter Wolfslag, Guiyang Xin, Steve Tonneau, and Sethu Vijayakumar
    In 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
  2. ICRA
    SL1M: sparse L1-norm minimization for contact planning on uneven terrain
    Steve Tonneau, Daeun Song, Pierre Fernbach, Nicolas Mansard, Michel Taix, and Andrea Del Prete
    In 2020 IEEE International Conference on Robotics and Automation (ICRA), 2020
  3. T-RO
    C-CROC: continuous and convex resolution of centroidal dynamic trajectories for legged robots in multicontact scenarios
    Pierre Fernbach, Steve Tonneau, Olivier Stasse, Justin Carpentier, and Michel Taix
    IEEE Transactions on Robotics, 2020

2018

  1. TOG
    2PAC: two point attractors for center of mass trajectories in multi contact scenarios
    Steve Tonneau, Pierre Fernbach, Andrea Del Prete, Julien Pettré, and Nicolas Mansard
    ACM Transactions on Graphics, 2018
  2. IROS
    CROC: convex resolution of centroidal dynamics trajectories to provide a feasibility criterion for the multi contact planning problem
    Pierre Fernbach, Steve Tonneau, and Michel Taix
    In 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018
  3. T-RO
    Zero step capturability for legged robots in multicontact
    Andrea Del Prete, Steve Tonneau, and Nicolas Mansard
    IEEE Transactions on Robotics, 2018
  4. ICRA
    Using a memory of motion to efficiently warm-start a nonlinear predictive controller
    Nicolas Mansard, Andrea Del Prete, Mathieu Geisert, Steve Tonneau, and Olivier Stasse
    In 2018 IEEE International Conference on Robotics and Automation (ICRA), 2018
  5. T-RO
    An efficient acyclic contact planner for multiped robots
    Steve Tonneau, Andrea Del Prete, Julien Pettre, Chonhyon Park, Dinesh Manocha, and Nicolas Mansard
    IEEE Transactions on Robotics, 2018

2017

  1. IROS
    A kinodynamic steering-method for legged multi-contact locomotion
    Pierre Fernbach, Steve Tonneau, Andrea Del Prete, and Michel Taix
    In 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017
  2. ISRR
    A reachability-based planner for sequences of acyclic contacts in cluttered environments
    Steve Tonneau, Nicolas Mansard, Chonhyon Park, Dinesh Manocha, Franck Multon, and Julien Pettré
    In Robotics Research: Volume 2 (ISRR 2015), 2017
  3. RSS
    Multi-contact locomotion of legged robots in complex environments – the Loco3D project
    Justin Carpentier, Andrea Del Prete, Steve Tonneau, Thomas Flayols, Florent Forget, Alexis Mifsud, Kevin Giraud-Esclasse, Dinesh Atchuthan, Pierre Fernbach, Rohan Budhiraja, Mathieu Geisert, Joan Solà, Olivier Stasse, and Nicolas Mansard
    In RSS Workshop on Challenges in Dynamic Legged Locomotion, 2017

2016

  1. MIG
    Ballistic motion planning for jumping superheroes
    Mylène Campana, Pierre Fernbach, Steve Tonneau, Michel Taïx, and Jean-Paul Laumond
    In Proceedings of the 9th International Conference on Motion in Games, 2016
  2. IROS
    HPP: a new software for constrained motion planning
    Joseph Mirabel, Steve Tonneau, Pierre Fernbach, Anna-Kaarina Seppälä, Mylène Campana, Nicolas Mansard, and Florent Lamiraux
    In 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016
  3. ICRA
    A versatile and efficient pattern generator for generalized legged locomotion
    Justin Carpentier, Steve Tonneau, Maximilien Naveau, Olivier Stasse, and Nicolas Mansard
    In 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
  4. ICRA
    Fast algorithms to test robust static equilibrium for legged robots
    Andrea Del Prete, Steve Tonneau, and Nicolas Mansard
    In 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
  5. CGF
    Character contact re-positioning under large environment deformation
    Steve Tonneau, Rami Ali Al-Ashqar, Julien Pettré, Taku Komura, and Nicolas Mansard
    Computer Graphics Forum, 2016
  6. I3D
    Dynamically balanced and plausible trajectory planning for human-like characters
    Chonhyon Park, Jae Sung Park, Steve Tonneau, Nicolas Mansard, Franck Multon, Julien Pettré, and Dinesh Manocha
    In Proceedings of the 20th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, 2016

2015

  1. Thesis
    Motion planning and synthesis for virtual characters in constrained environments
    Steve Tonneau
    INSA Rennes, 2015
    French title: Synthèse de mouvement pour des personnages virtuels en environnements contraints

2014

  1. GI
    Task efficient contact configurations for arbitrary virtual creatures
    Steve Tonneau, Julien Pettré, and Franck Multon
    In Graphics Interface 2014, 2014
  2. C&G
    Using task efficient contact configurations to animate creatures in arbitrary environments
    Steve Tonneau, Julien Pettré, and Franck Multon
    Computers & Graphics, 2014