Publications

BibTeX

@misc{acroboticsagene-2026/,
  title={Acrobotics: A Generalist Approach to Quadrupedal Robots’ Parkour},
  author={Gagné-Labelle G, Atanassov V & Havoutis I},
  year = "2026"
}

BibTeX

@article{inteliplananint-2026/,
  title={InteLiPlan: An Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy},
  author={Ly KT, Lu K & Havoutis I},
  journal={IEEE Robotics and Automation Letters},
  pages={1-8},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2026"
}

BibTeX

@misc{acroboticsagene-2026/,
  title={Acrobotics: A Generalist Approach to Quadrupedal Robots’ Parkour},
  author={Gagné-Labelle G, Atanassov V & Havoutis I},
  year = "2026"
}

BibTeX

@article{inteliplananint-2026/,
  title={InteLiPlan: An Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy},
  author={Ly KT, Lu K & Havoutis I},
  journal={IEEE Robotics and Automation Letters},
  pages={1-8},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2026"
}

@misc{quantgrapharece-2025/12,
  title={QuantGraph: A Receding-Horizon Quantum Graph Solver},
  author={Vaidhyanathan P, Papatheodorou A, Arvidsson-Shukur DRM, Mitchison MT, Ares N et al.},
  year = "2025"
}

@misc{visionlanguagep-2025/12,
  title={Vision-Language-Policy Model for Dynamic Robot Task Planning},
  author={Wang J, Ly KT, Cloete J, Tsagarakis N & Havoutis I},
  year = "2025"
}

BibTeX

@inproceedings{rakomoreachabil-2025/12,
  title={RAKOMO: Reachability-Aware K-Order Markov Path Optimization for Quadrupedal Loco-Manipulation},
  author={Risiglione M, Abdalla A, Barasuol V, Ly KT, Havoutis I et al.},
  booktitle={2025 IEEE International Conference on Advanced Robotics (ICAR)},
  pages={1-7},
  year = "2025"
}

@misc{quantgrapharece-2025/12,
  title={QuantGraph: A Receding-Horizon Quantum Graph Solver},
  author={Vaidhyanathan P, Papatheodorou A, Arvidsson-Shukur DRM, Mitchison MT, Ares N et al.},
  year = "2025"
}

@misc{visionlanguagep-2025/12,
  title={Vision-Language-Policy Model for Dynamic Robot Task Planning},
  author={Wang J, Ly KT, Cloete J, Tsagarakis N & Havoutis I},
  year = "2025"
}

BibTeX

@inproceedings{rakomoreachabil-2025/12,
  title={RAKOMO: Reachability-Aware K-Order Markov Path Optimization for Quadrupedal Loco-Manipulation},
  author={Risiglione M, Abdalla A, Barasuol V, Ly KT, Havoutis I et al.},
  booktitle={2025 IEEE International Conference on Advanced Robotics (ICAR)},
  pages={1-7},
  year = "2025"
}

BibTeX

@inproceedings{adaptivemanipul-2025/10,
  title={Adaptive Manipulation using Behavior Trees},
  author={Cloete J, Merkt W & Havoutis I},
  booktitle={2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  pages={19031-19038},
  year = "2025"
}

BibTeX

@misc{samplingstrateg-2025/10,
  title={Sampling Strategies for Robust Universal Quadrupedal Locomotion Policies},
  author={Rytz D, Ly KT & Havoutis I},
  year = "2025"
}

BibTeX

@inproceedings{adaptivemanipul-2025/10,
  title={Adaptive Manipulation using Behavior Trees},
  author={Cloete J, Merkt W & Havoutis I},
  booktitle={2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  pages={19031-19038},
  year = "2025"
}

BibTeX

@misc{samplingstrateg-2025/10,
  title={Sampling Strategies for Robust Universal Quadrupedal Locomotion Policies},
  author={Rytz D, Ly KT & Havoutis I},
  year = "2025"
}

@misc{acroboticsagene-2025/9,
  title={Acrobotics: A Generalist Approach to Quadrupedal Robots' Parkour},
  author={Gagné-Labelle G, Atanassov V & Havoutis I},
  year = "2025"
}

BibTeX

@misc{geccoageneralis-2025/9,
  title={GeCCo -- a Generalist Contact-Conditioned Policy for Loco-Manipulation Skills on Legged Robots},
  author={Atanassov V, Yu W, Gangapurwala S, Wilson J & Havoutis I},
  year = "2025"
}

@misc{acroboticsagene-2025/9,
  title={Acrobotics: A Generalist Approach to Quadrupedal Robots' Parkour},
  author={Gagné-Labelle G, Atanassov V & Havoutis I},
  year = "2025"
}

BibTeX

@misc{geccoageneralis-2025/9,
  title={GeCCo -- a Generalist Contact-Conditioned Policy for Loco-Manipulation Skills on Legged Robots},
  author={Atanassov V, Yu W, Gangapurwala S, Wilson J & Havoutis I},
  year = "2025"
}

@misc{rakomoreachabil-2025/7,
  title={RAKOMO: Reachability-Aware K-Order Markov Path Optimization for Quadrupedal Loco-Manipulation},
  author={Risiglione M, Abdalla A, Barasuol V, Ly KT, Havoutis I et al.},
  year = "2025"
}

@misc{rakomoreachabil-2025/7,
  title={RAKOMO: Reachability-Aware K-Order Markov Path Optimization for Quadrupedal Loco-Manipulation},
  author={Risiglione M, Abdalla A, Barasuol V, Ly KT, Havoutis I et al.},
  year = "2025"
}

BibTeX

@misc{learningphysica-2025/6,
  title={Learning Physical Systems: Symplectification via Gauge Fixing in Dirac Structures},
  author={Papatheodorou A, Vaidhyanathan P, Ares N & Havoutis I},
  year = "2025"
}

BibTeX

@misc{learningphysica-2025/6,
  title={Learning Physical Systems: Symplectification via Gauge Fixing in Dirac Structures},
  author={Papatheodorou A, Vaidhyanathan P, Ares N & Havoutis I},
  year = "2025"
}

@misc{improvingtrajec-2025/5,
  title={Improving Trajectory Stitching with Flow Models},
  author={O'Mahoney R, Yu W & Havoutis I},
  year = "2025"
}

@misc{neuralassociati-2025/5,
  title={Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires},
  author={Mahajan P, Tang M, Li TE, Havoutis I & Seymour B},
  year = "2025"
}

@misc{referencefreepl-2025/5,
  title={Reference Free Platform Adaptive Locomotion for Quadrupedal Robots using a Dynamics Conditioned Policy},
  author={Rytz D, Choi S, Yu W, Merkt W, Hwangbo J et al.},
  year = "2025"
}

BibTeX

@inproceedings{offlineadaptati-2025/5,
  title={Offline Adaptation of Quadruped Locomotion Using Diffusion Models},
  author={O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I},
  booktitle={2025 IEEE International Conference on Robotics and Automation (ICRA)},
  pages={9974-9980},
  year = "2025"
}

@misc{improvingtrajec-2025/5,
  title={Improving Trajectory Stitching with Flow Models},
  author={O'Mahoney R, Yu W & Havoutis I},
  year = "2025"
}

@misc{neuralassociati-2025/5,
  title={Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires},
  author={Mahajan P, Tang M, Li TE, Havoutis I & Seymour B},
  year = "2025"
}

@misc{referencefreepl-2025/5,
  title={Reference Free Platform Adaptive Locomotion for Quadrupedal Robots using a Dynamics Conditioned Policy},
  author={Rytz D, Choi S, Yu W, Merkt W, Hwangbo J et al.},
  year = "2025"
}

BibTeX

@inproceedings{offlineadaptati-2025/5,
  title={Offline Adaptation of Quadruped Locomotion Using Diffusion Models},
  author={O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I},
  booktitle={2025 IEEE International Conference on Robotics and Automation (ICRA)},
  pages={9974-9980},
  year = "2025"
}

@misc{discoveryofskil-2025/2,
  title={Discovery of skill switching criteria for learning agile quadruped locomotion},
  author={Yu W, Acero F, Atanassov V, Yang C, Havoutis I et al.},
  year = "2025"
}

BibTeX

@misc{metasymasymplec-2025/2,
  title={MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence},
  author={Vaidhyanathan P, Papatheodorou A, Mitchison MT, Ares N & Havoutis I},
  year = "2025"
}

@misc{discoveryofskil-2025/2,
  title={Discovery of skill switching criteria for learning agile quadruped locomotion},
  author={Yu W, Acero F, Atanassov V, Yang C, Havoutis I et al.},
  year = "2025"
}

BibTeX

@misc{metasymasymplec-2025/2,
  title={MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence},
  author={Vaidhyanathan P, Papatheodorou A, Mitchison MT, Ares N & Havoutis I},
  year = "2025"
}

BibTeX

@inproceedings{referencefreepl-2025/1,
  title={Reference Free Platform Adaptive Locomotion for Quadrupedal Robots using a Dynamics Conditioned Policy},
  author={Rytz D, Choi S, Yu W, Merkt W, Hwangbo J et al.},
  booktitle={2025 European Conference on Mobile Robots (ECMR)},
  pages={1-8},
  year = "2025"
}

BibTeX

@inproceedings{referencefreepl-2025/1,
  title={Reference Free Platform Adaptive Locomotion for Quadrupedal Robots using a Dynamics Conditioned Policy},
  author={Rytz D, Choi S, Yu W, Merkt W, Hwangbo J et al.},
  booktitle={2025 European Conference on Mobile Robots (ECMR)},
  pages={1-8},
  year = "2025"
}

BibTeX

@inproceedings{momentumawaretr-2024/12,
  title={Momentum-aware trajectory optimisation using full-centroidal dynamics and implicit inverse kinematics},
  author={Papatheodorou A, Merkt W, Mitchell AL & Havoutis I},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={11940-11947},
  year = "2024"
}

BibTeX

@inproceedings{momentumawaretr-2024/12,
  title={Momentum-aware trajectory optimisation using full-centroidal dynamics and implicit inverse kinematics},
  author={Papatheodorou A, Merkt W, Mitchell AL & Havoutis I},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={11940-11947},
  year = "2024"
}

BibTeX

@article{curriculumbased-2024/11,
  title={Curriculum-based reinforcement learning for quadrupedal jumping: a reference-free design},
  author={Atanassov V, Ding J, Kober J, Havoutis I & Santina CD},
  journal={IEEE Robotics and Automation Magazine},
  pages={2-15},
  publisher={IEEE},
  year = "2024"
}

@misc{offlineadaptati-2024/11,
  title={Offline Adaptation of Quadruped Locomotion using Diffusion Models},
  author={O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I},
  year = "2024"
}

BibTeX

@article{curriculumbased-2024/11,
  title={Curriculum-based reinforcement learning for quadrupedal jumping: a reference-free design},
  author={Atanassov V, Ding J, Kober J, Havoutis I & Santina CD},
  journal={IEEE Robotics and Automation Magazine},
  pages={2-15},
  publisher={IEEE},
  year = "2024"
}

@misc{offlineadaptati-2024/11,
  title={Offline Adaptation of Quadruped Locomotion using Diffusion Models},
  author={O'Mahoney R, Mitchell AL, Yu W, Posner I & Havoutis I},
  year = "2024"
}

BibTeX

@misc{constrainedskil-2024/10,
  title={Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning},
  author={Atanassov V, Yu W, Mitchell AL, Finean MN & Havoutis I},
  year = "2024"
}

BibTeX

@inproceedings{learninggeneral-2024/10,
  title={Learning generalizable manipulation policy with adapter-based parameter fine-tuning},
  author={Lu K, Ly KT, Hebberd W, Zhou K, Havoutis I et al.},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={13510-13517},
  year = "2024"
}

BibTeX

@misc{constrainedskil-2024/10,
  title={Constrained Skill Discovery: Quadruped Locomotion with Unsupervised Reinforcement Learning},
  author={Atanassov V, Yu W, Mitchell AL, Finean MN & Havoutis I},
  year = "2024"
}

BibTeX

@inproceedings{learninggeneral-2024/10,
  title={Learning generalizable manipulation policy with adapter-based parameter fine-tuning},
  author={Lu K, Ly KT, Hebberd W, Zhou K, Havoutis I et al.},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={13510-13517},
  year = "2024"
}

BibTeX

@misc{inteliplananint-2024/9,
  title={InteLiPlan: An Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy},
  author={Ly KT, Lu K & Havoutis I},
  year = "2024"
}

BibTeX

@misc{inteliplananint-2024/9,
  title={InteLiPlan: An Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy},
  author={Ly KT, Lu K & Havoutis I},
  year = "2024"
}

BibTeX

@inproceedings{rlgpareachabili-2024/8,
  title={R-LGP: a reachability-guided logic-geometric programming framework for optimal task and motion planning on mobile manipulators},
  author={Ly KT, Semenov V, Risiglione M, Merkt W & Havoutis I},
  booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
  pages={14917-14923},
  year = "2024"
}

BibTeX

@inproceedings{rlgpareachabili-2024/8,
  title={R-LGP: a reachability-guided logic-geometric programming framework for optimal task and motion planning on mobile manipulators},
  author={Ly KT, Semenov V, Risiglione M, Merkt W & Havoutis I},
  booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
  pages={14917-14923},
  year = "2024"
}