Ville Kyrki
Orcid: 0000-0002-5230-5549Affiliations:
- Aalto University, Finland
According to our database1,
Ville Kyrki
authored at least 213 papers
between 2000 and 2024.
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Bibliography
2024
IEEE Robotics Autom. Lett., May, 2024
Rapid Improvement of Fiber Tensile Properties via In Situ Biomimetic Robotic Pulling and Bayesian Optimization.
Adv. Intell. Syst., April, 2024
IEEE Robotics Autom. Lett., 2024
Exploring Contextual Representation and Multi-modality for End-to-end Autonomous Driving.
Eng. Appl. Artif. Intell., 2024
Data-driven Diffusion Models for Enhancing Safety in Autonomous Vehicle Traffic Simulations.
CoRR, 2024
Jointly Learning Cost and Constraints from Demonstrations for Safe Trajectory Generation.
CoRR, 2024
Interactive Learning of Physical Object Properties Through Robot Manipulation and Database of Object Measurements.
CoRR, 2024
CoRR, 2024
Dynamic Manipulation of Deformable Objects using Imitation Learning with Adaptation to Hardware Constraints.
CoRR, 2024
Challenges of Data-Driven Simulation of Diverse and Consistent Human Driving Behaviors.
CoRR, 2024
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2024
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2024
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024
Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024
2023
Robotics Auton. Syst., November, 2023
Robotics Auton. Syst., October, 2023
Mach. Learn., July, 2023
POMDP Planning Under Object Composition Uncertainty: Application to Robotic Manipulation.
IEEE Trans. Robotics, February, 2023
Learning representations that are closed-form Monge mapping optimal with application to domain adaptation.
Trans. Mach. Learn. Res., 2023
ILPO-MP: Mode Priors Prevent Mode Collapse when Imitating Latent Policies from Observations.
Trans. Mach. Learn. Res., 2023
Robotics Auton. Syst., 2023
CoRR, 2023
Integrating Expert Guidance for Efficient Learning of Safe Overtaking in Autonomous Driving Using Deep Reinforcement Learning.
CoRR, 2023
Beyond invariant representation learning: linearly alignable latent spaces for efficient closed-form domain adaptation.
CoRR, 2023
Trajectory Optimization on Matrix Lie Groups with Differential Dynamic Programming and Nonlinear Constraints.
CoRR, 2023
Proceedings of the Machine Learning, Optimization, and Data Science, 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Imitation-Guided Multimodal Policy Generation from Behaviourally Diverse Demonstrations.
IROS, 2023
QDP: Learning to Sequentially Optimise Quasi-Static and Dynamic Manipulation Primitives for Robotic Cloth Manipulation.
IROS, 2023
SPONGE: Sequence Planning with Deformable-ON-Rigid Contact Prediction from Geometric Features.
IROS, 2023
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Increasing the Efficiency of Policy Learning for Autonomous Vehicles by Multi-Task Representation Learning.
IEEE Trans. Intell. Veh., 2022
ACM Trans. Hum. Robot Interact., 2022
A Bidirectional Soft Biomimetic Hand Driven by Water Hydraulic for Dexterous Underwater Grasping.
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
SafeAPT: Safe Simulation-to-Real Robot Learning Using Diverse Policies Learned in Simulation.
IEEE Robotics Autom. Lett., 2022
Differential Dynamic Programming With Nonlinear Safety Constraints Under System Uncertainties.
IEEE Robotics Autom. Lett., 2022
Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models.
J. Mach. Learn. Res., 2022
Learning Based High-Level Decision Making for Abortable Overtaking in Autonomous Vehicles.
CoRR, 2022
A Safety-Critical Decision Making and Control Framework Combining Machine Learning and Rule-based Algorithms.
CoRR, 2022
Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication, 2022
Vision Transformer for Learning Driving Policies in Complex and Dynamic Environments.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022
Towards High-Definition Maps: a Framework Leveraging Semantic Segmentation to Improve NDT Map Compression and Descriptivity.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
A Novel Simulation-Based Quality Metric for Evaluating Grasps on 3D Deformable Objects.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the Human-Friendly Robotics 2022, 2022
2021
IEEE Robotics Autom. Lett., October, 2021
Robotics Auton. Syst., 2021
A Novel Soft Robotic Hand Design With Human-Inspired Soft Palm: Achieving a Great Diversity of Grasps.
IEEE Robotics Autom. Mag., 2021
IEEE Robotics Autom. Lett., 2021
IEEE Robotics Autom. Lett., 2021
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding.
Frontiers Robotics AI, 2021
Vision Transformer for Learning Driving Policies in Complex Multi-Agent Environments.
CoRR, 2021
CoRR, 2021
Auton. Robots, 2021
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Rule-Based Decision-Making System for Autonomous Vehicles at Intersections with Mixed Traffic Environment.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
GNSS-denied geolocalization of UAVs by visual matching of onboard camera images with orthophotos.
Proceedings of the 20th International Conference on Advanced Robotics, 2021
2020
Impacts of robot implementation on care personnel and clients in elderly-care institutions.
Int. J. Medical Informatics, 2020
A Novel Design of Soft Robotic Hand with a Human-inspired Soft Palm for Dexterous Grasping.
CoRR, 2020
Data-efficient visuomotor policy training using reinforcement learning and generative models.
CoRR, 2020
DeFINE: Delayed Feedback based Immersive Navigation Environment for Studying Goal-Directed Human Navigation.
CoRR, 2020
CoRR, 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the HRI '20: ACM/IEEE International Conference on Human-Robot Interaction, 2020
2019
IEEE Robotics Autom. Lett., 2019
MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations.
CoRR, 2019
ORangE: Operational Range Estimation for Mobile Robot Exploration on a Single Discharge Cycle.
CoRR, 2019
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019
A Participatory Design Process of a Robotic Tutor of Assistive Sign Language for Children with Autism.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 19th IEEE-RAS International Conference on Humanoid Robots, 2019
Proceedings of the 14th ACM/IEEE International Conference on Human-Robot Interaction, 2019
ViTa-SLAM: A Bio-inspired Visuo-Tactile SLAM for Navigation while Interacting with Aliased Environments.
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019
2018
Robotics Auton. Syst., 2018
J. Biomed. Informatics, 2018
Comput. Ind., 2018
Human-Robot Interactive Learning Architecture using Ontologies and Symbol Manipulation.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Safe- to-Explore State Spaces: Ensuring Safe Exploration in Policy Search with Hierarchical Task Optimization.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018
Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018
2017
Frontiers Robotics AI, 2017
Proceedings of the Towards Autonomous Robotic Systems - 18th Annual Conference, 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the 18th International Conference on Advanced Robotics, 2017
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017
2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Grasp envelopes: Extracting constraints on gripper postures from online reconstructed 3D models.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Temporal arm tracking and probabilistic pointed object selection for robot to robot interaction using deictic gestures.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016
Proceedings of the Eleventh ACM/IEEE International Conference on Human Robot Interation, 2016
Proceedings of the Cognitive Robot Architectures, 2016
Physical rehabilitation exercises assessment based on Hidden Semi-Markov Model by Kinect v2.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
On handing down our tools to robots: Single-phase kinesthetic teaching for dynamic in-contact tasks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Simultaneous kinesthetic teaching of positional and force requirements for sequential in-contact tasks.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015
Task-specific grasping of simiiar objects by probabiiistic fusion of vision and tactiie measurements.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015
2014
Three-dimensional object reconstruction of symmetric objects by fusing visual and tactile sensing.
Int. J. Robotics Res., 2014
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014
2013
Manipulation primitives: A paradigm for abstraction and execution of grasping and manipulation tasks.
Robotics Auton. Syst., 2013
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
2012
Proceedings of the Advances in Autonomous Robotics, 2012
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
2011
IEEE Trans. Robotics, 2011
Soft Comput., 2011
Mach. Vis. Appl., 2011
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011
Proceedings of the 6th International Conference on Human Robot Interaction, 2011
2010
Proceedings of the 19th IEEE International Conference on Robot and Human Interactive Communication, 2010
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Evaluation of feature representation and machine learning methods in grasp stability learning.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010
2009
Robotics Auton. Syst., 2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009
Proceedings of the 14th International Conference on Advanced Robotics, 2009
Proceedings of the 14th International Conference on Advanced Robotics, 2009
2008
Intell. Serv. Robotics, 2008
Measurement Noise in Photometric Stereo Based Surface Reconstruction.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
2007
Proceedings of the IEEE RO-MAN 2007, 2007
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007
Proceedings of the International Conference on Image Processing, 2007
2006
IEEE Trans. Image Process., 2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Ninth International Conference on Control, 2006
2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005
2004
Pattern Recognit. Lett., 2004
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004
2003
Pattern Recognit. Lett., 2003
Mach. Vis. Appl., 2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
2002
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2000
Int. J. Document Anal. Recognit., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 10th European Signal Processing Conference, 2000