Keywords:
- active learning
- adaptive control
- Approximate Dynamic Programming
- assistive robotics
- Bayesian Gaussian mixture model
- Bayesian non-parametrics
- Bayesian optimization
- bimanual coordination
- calligraphy
- Coded aperture imaging
- coded illumination
- computational imaging
- constrained optimization
- continuum robots
- dexterous manipulation
- differential kinematics
- ergodic exploration
- Fluorescence Microscopy
- Gaussian Mixture Model
- Gaussian mixture regression
- Gaussian process
- Gaussian processes
- generalized linear model
- generation
- Generative Adversarial Networks
- generative models
- Geometric Algebra
- Global optimization
- haptics
- human-robot collaboration
- human-robot interaction
- Hybrid Actions
- image reconstruction
- Imitation Learning
- impedance control
- Incremental Learning
- Inverse Kinematics
- inverse-problems
- Learning and Adaptive Systems
- Learning by demonstration
- learning from demonstration
- Learning from demonstrations
- locomotion
- Machine Learning for Robot Control
- manipulability ellipsoids
- micro-data learning
- microscopy
- minimal intervention control
- mixture models
- mixture of experts
- model predictive control
- Model- Based Optimization
- Motion and Path Planning
- motion blur
- motion planning
- motion synthesis
- movement primitives
- multilinear algebra
- multimodal optimization
- multimodal regression
- online learning
- optimal control
- optimization
- Optimization and Optimal Control
- physical human-robot interaction
- policy search
- Probability and Statistical Methods
- programming by demonstration
- projective gradient descent
- prosthetic hands
- regression
- representation learning
- Riemannian geometry
- Riemannian manifolds
- robot learning
- robotics
- Robust/Adaptive Control
- self-guided exploration
- sEMG
- semi-autonomous teleoperation
- Service Robots
- shared control
- Signed Distance Fields
- small variance asymptotics
- stochastic optimization
- Superresolution
- surface electromyography
- surgical robots
- TACT-HAND project
- tactile myography
- teleoperation
- Telerobotics and Teleoperation
- Temporal superresolution
- Tensor Approximation
- tensor factorization
- tensor methods
- tensor train decomposition
- tensor-variate cross approximation
- underwater robots
- Visual Predictive Control
- Whole-Body Motion Planning and Control
Publications of Sylvain Calinon
2024
| A Probabilistic Approach to Multi-Modal Adaptive Virtual Fixtures, , , , , , and , in: IEEE Robotics and Automation Letters (RA-L), 2024 |
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| An Optimal Control Formulation of Tool Affordance Applied to Impact Tasks, , , and , in: IEEE Transactions on Robotics (T-RO), 2024 |
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| D-LGP: Dynamic Logic-Geometric Program for Reactive Task and Motion Planning, , and , in: IEEE International Conference on Robotics and Automation, 2024 |
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| Extending the Cooperative Dual-Task Space in Conformal Geometric Algebra, and , in: Proc. IEEE Intl Conf. on Robotics and Automation, 2024 |
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| Generalized Policy Iteration using Tensor Approximation for Hybrid Control, , and , in: International Conference on Learning Representations (ICLR), 2024 |
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| Online Learning of Continuous Signed Distance Fields Using Piecewise Polynomials, , and , in: IEEE Robotics and Automation Letters (RA-L), 2024 |
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| Online Multi-Contact Receding Horizon Planning via Value Function Approximation, , , , , , , , , , and , in: IEEE Transactions on Robotics (T-RO), 2024 |
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| Representing Robot Geometry as Distance Fields: Applications to Whole-body Manipulation, , , and , in: IEEE International Conference on Robotics and Automation, 2024 |
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| Representing Robot Geometry as Distance Fields: Applications to Whole-body Manipulation, , , and , in: IEEE International Conference on Robotics and Automation, 2024 |
| Towards Robo-Coach: Robot Interactive Stiffness/Position Adaptation for Human Strength and Conditioning Training, , , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), 2024 |
2023
| A Geometric Optimal Control Approach for Imitation and Generalization of Manipulation Skills, , , , and , in: Robotics and Autonomous Systems, 2023 |
| A Multitask and Kernel approach for Learning to Push Objects with a Task-Parameterized Deep Q-Network, , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Combining Social and Intrinsically-Motivated Learning for Multi-Task Robot Skill Acquisition, and , in: IEEE Transactions on Cognitive and Developmental Systems, 15(2):385-394, 2023 |
[DOI] |
| Demonstration-guided Optimal Control for Long-term Non-prehensile Planar Manipulation, , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), pages 4999-5005, 2023 |
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| Geometric Algebra for Optimal Control with Applications in Manipulation Tasks, and , in: IEEE Transactions on Robotics, 2023 |
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| Idiap Scientific Report 2022, , , , , , , , , , , , , , , , , and , Idiap-RR-05-2023 |
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| Learning Joint Space Reference Manifold for Reliable Physical Assistance, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), pages 10412-10417, 2023 |
[DOI] |
| Programming industrial robots from few demonstrations., , in: Human-Robot Collaboration: Unlocking the potential for industrial applications, pages 9-37, Institution of Engineering and Technology (IET), 2023 |
| Reactive Anticipatory Robot Skills with Memory, , and , in: Robotic Research, pages 436-451, Springer, 2023 |
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| Representing Robot Geometry as Distance Fields: Applications to Whole-body Manipulation, , , and , in: Idiap-Internal-RR-39-2023, 2023 |
| Robust Execution of Assembly Policies Using a Pose Invariant Task Representation, , , , , and , in: 20th International Conference on Ubiquitous Robots (UR), Honolulu, HI, USA, IEEE, 2023 |
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| SoftGPT: Learn Goal-oriented Soft Object Manipulation Skills by Generative Pre-trained Heterogeneous Graph Transformer, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Tensor Train for Global Optimization Problems in Robotics, , , and , in: International Journal of Robotics Research:25, 2023 |
[DOI] |
| VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, , , and , Idiap-RR-04-2023 |
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| VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, , , and , in: Proc. IEEE International Conference on Robotics and Automation (ICRA), 2023 |
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| Whole-Body Ergodic Exploration with a Manipulator Using Diffusion, , and , in: IEEE Robotics and Automation Letters, 8(12):8581-8587, 2023 |
[DOI] [URL] |
2022
| drozBot: Using Ergodic Control to Draw Portraits, , and , in: IEEE Robotics and Automation Letters:7, 2022 |
[DOI] [URL] |
| Ergodic Exploration using Tensor Train: Applications in Insertion Tasks, , and , in: IEEE Transactions on Robotics, 38(2):906--921, 2022 |
[DOI] [URL] |
| From Key Positions to Optimal Basis Functions for Probabilistic Adaptive Control, , and , in: IEEE Robotics and Automation Letters, 2022 |
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| Imitation of Manipulation Skills Using Multiple Geometries, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
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| Learning from Demonstration using Products of Experts: Applications to Manipulation and Task Prioritization, , and , in: International Journal of Robotics Research, 41(2):163-188, 2022 |
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