Yiannis Demiris

Orcid: 0000-0003-4917-3343

Affiliations:
  • Imperial College London, UK
  • University of Edinburgh, UK (PhD 1999)


According to our database1, Yiannis Demiris authored at least 221 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
3PFS: Protecting Pedestrian Privacy Through Face Swapping.
IEEE Trans. Intell. Transp. Syst., November, 2024

Benchmarking and Simulating Bimanual Robot Shoe Lacing.
IEEE Robotics Autom. Lett., October, 2024

User-Aware Multilevel Cognitive Workload Estimation From Multimodal Physiological Signals.
IEEE Trans. Cogn. Dev. Syst., August, 2024

Naturalistic Robot-to-Human Bimanual Handover in Complex Environments Through Multi-Sensor Fusion.
IEEE Trans Autom. Sci. Eng., July, 2024

Multi-Dimensional Evaluation of an Augmented Reality Head-Mounted Display User Interface for Controlling Legged Manipulators.
ACM Trans. Hum. Robot Interact., June, 2024

VTTB: A Visuo-Tactile Learning Approach for Robot-Assisted Bed Bathing.
IEEE Robotics Autom. Lett., June, 2024

A framework for trust-related knowledge transfer in human-robot interaction.
Auton. Agents Multi Agent Syst., June, 2024

On Specifying for Trustworthiness.
Commun. ACM, January, 2024

Ego-Foresight: Agent Visuomotor Prediction as Regularization for RL.
CoRR, 2024

Enhancing Autonomous Vehicle Training with Language Model Integration and Critical Scenario Generation.
CoRR, 2024

On the Effect of Augmented-Reality Multi-User Interfaces and Shared Mental Models on Human-Robot Trust.
Proceedings of the 33rd IEEE International Conference on Robot and Human Interactive Communication, 2024

Model Predictive Control with Graph Dynamics for Garment Opening Insertion during Robot-Assisted Dressing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Learning Self-Confidence from Semantic Action Embeddings for Improved Trust in Human-Robot Interaction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

ASFM: Augmented Social Force Model for Legged Robot Social Navigation.
Proceedings of the 23rd IEEE-RAS International Conference on Humanoid Robots, 2024

The Role of Visual Perspective Taking in Human-Robot Collaboration.
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Forecasting Bimanual Object Manipulation Sequences from Unimanual Observations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Dual-branch spatio-temporal graph neural networks for pedestrian trajectory prediction.
Pattern Recognit., October, 2023

Visual-Tactile Learning of Garment Unfolding for Robot-Assisted Dressing.
IEEE Robotics Autom. Lett., September, 2023

Visible and Infrared Image Fusion Using Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning.
Artif. Intell., July, 2023

Self-Supervised RGB-T Tracking with Cross-Input Consistency.
CoRR, 2023

Theory of Mind and Trust in Human-Robot Navigation.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

Building Trust in Assistive Robotics: Insights From a Real-World Mobile Navigation Experiment.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

Cooking Up Trust: Eye Gaze and Posture for Trust-Aware Action Selection in Human-Robot Collaboration.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

Beyond Self-Report: A Continuous Trust Measurement Device for HRI.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Bi-Manual Robot Shoe Lacing.
IROS, 2023

Bi-Manual Manipulation of Multi-Component Garments towards Robot-Assisted Dressing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Design and Evaluation of an Augmented Reality Head-Mounted Display User Interface for Controlling Legged Manipulators.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision.
Proceedings of the 2023 6th International Conference on Machine Vision and Applications, 2023

Contrastive Self-Supervised Learning for Automated Multi-Modal Dance Performance Assessment.
Proceedings of the IEEE International Conference on Acoustics, 2023

Action-Conditioned Generation of Bimanual Object Manipulation Sequences.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Monocular Visual Traffic Surveillance: A Review.
IEEE Trans. Intell. Transp. Syst., 2022

ST CrossingPose: A Spatial-Temporal Graph Convolutional Network for Skeleton-Based Pedestrian Crossing Intention Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

HammerDrive: A Task-Aware Driving Visual Attention Model.
IEEE Trans. Intell. Transp. Syst., 2022

A Cloud-based Robot System for Long-term Interaction: Principles, Implementation, Lessons Learned.
ACM Trans. Hum. Robot Interact., 2022

Predicting Secondary Task Performance: A Directly Actionable Metric for Cognitive Overload Detection.
IEEE Trans. Cogn. Dev. Syst., 2022

Learning garment manipulation policies toward robot-assisted dressing.
Sci. Robotics, 2022

Proactive Robot Assistance: Affordance-Aware Augmented Reality User Interfaces.
IEEE Robotics Autom. Mag., 2022

Robust Event-Based Vision Model Estimation by Dispersion Minimisation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Combining haptics and inertial motion capture to enhance remote control of a dual-arm robot.
J. Multimodal User Interfaces, 2022

Special issue on symbol emergence in robotics and cognitive systems (II).
Adv. Robotics, 2022

Special issue on Symbol Emergence in Robotics and Cognitive Systems (I).
Adv. Robotics, 2022

Novel trajectory prediction algorithm using a full dataset: comparison and ablation studies.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Disentangled Sequence Clustering for Human Intention Inference.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Holo-SpoK: Affordance-Aware Augmented Reality Control of Legged Manipulators.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Federated Learning from Demonstration for Active Assistance to Smart Wheelchair Users.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Transferring Multi-Agent Reinforcement Learning Policies for Autonomous Driving using Sim-to-Real.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Using Eye Gaze to Forecast Human Pose in Everyday Pick and Place Actions.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Kinematic Structure Estimation of Arbitrary Articulated Rigid Objects for Event Cameras.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Message Passing Framework for Vision Prediction Stability in Human Robot Interaction.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Using a Single Input to Forecast Human Action Keystates in Everyday Pick and Place Actions.
Proceedings of the IEEE International Conference on Acoustics, 2022

What Is The Patient Looking At? Robust Gaze-Scene Intersection Under Free-Viewing Conditions.
Proceedings of the IEEE International Conference on Acoustics, 2022

Faster, Better Blink Detection through Curriculum Learning by Augmentation.
Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

2021
Haptic and Visual Feedback Assistance for Dual-Arm Robot Teleoperation in Surface Conditioning Tasks.
IEEE Trans. Haptics, 2021

Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision.
CoRR, 2021

Quantitative Risk Indices for Autonomous Vehicle Training Systems.
CoRR, 2021

Fast Collision Prediction for Autonomous Vehicles using a Stochastic Dynamics Model.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Multitask Variational Autoencoding of Human-to-Human Object Handover.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Embodied Reasoning for Discovering Object Properties via Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Continuous Non-Invasive Eye Tracking In Intensive Care.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Live Demonstration: Incremental Motion Estimation for Event-Based Cameras by Dispersion Minimisation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Online Knowledge Level Tracking with Data-Driven Student Models and Collaborative Filtering.
IEEE Trans. Knowl. Data Eng., 2020

Computational Modeling of Embodied Visual Perspective Taking.
IEEE Trans. Cogn. Dev. Syst., 2020

Multimodal representation models for prediction and control from partial information.
Robotics Auton. Syst., 2020

Support-weighted Adversarial Imitation Learning.
CoRR, 2020

A Structured Prediction Approach for Conditional Meta-Learning.
CoRR, 2020

User Modelling Using Multimodal Information for Personalised Dressing Assistance.
IEEE Access, 2020

Real-Time Multi-Person Pose Tracking using Data Assimilation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Structured Prediction for Conditional Meta-Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Decision Anticipation for Driving Assistance Systems.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Augmented Reality User Interfaces for Heterogeneous Multirobot Control.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Transparent Intent for Explainable Shared Control in Assistive Robotics.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Improving Generalisation in Learning Assistance by Demonstration for Smart Wheelchairs.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Learning Grasping Points for Garment Manipulation in Robot-Assisted Dressing.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Rotational Adjoint Methods for Learning-Free 3D Human Pose Estimation from IMU Data.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Entropy Minimisation Framework for Event-Based Vision Model Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

D2D: Keypoint Extraction with Describe to Detect Approach.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Probabilistic Real-Time User Posture Tracking for Personalized Robot-Assisted Dressing.
IEEE Trans. Robotics, 2019

Socio-Cognitive Engineering of a Robotic Partner for Child's Diabetes Self-Management.
Frontiers Robotics AI, 2019

Editorial: Machine Learning Methods for High-Level Cognitive Capabilities in Robotics.
Frontiers Neurorobotics, 2019

LibRob: An Autonomous Assistive Librarian.
Proceedings of the Towards Autonomous Robotic Systems - 20th Annual Conference, 2019

instruMentor: An Interactive Robot for Musical Instrument Tutoring.
Proceedings of the Towards Autonomous Robotic Systems - 20th Annual Conference, 2019

Towards Explainable Shared Control using Augmented Reality.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Inference of user-intention in remote robot wheelchair assistance using multimodal interfaces.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Augmented Reality Controlled Smart Wheelchair Using Dynamic Signifiers for Affordance Representation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation.
Proceedings of the 36th International Conference on Machine Learning, 2019

RT-BENE: A Dataset and Baselines for Real-Time Blink Estimation in Natural Environments.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Online Unsupervised Learning of the 3D Kinematic Structure of Arbitrary Rigid Bodies.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Social cognition skills for personal assistive robots.
Proceedings of the 7th International Workshop on Artificial Intelligence and Cognition, 2019

2018
Learning Shared Control by Demonstration for Personalized Wheelchair Assistance.
IEEE Trans. Haptics, 2018

Quality and Diversity Optimization: A Unifying Modular Framework.
IEEE Trans. Evol. Comput., 2018

DAC-h3: A Proactive Robot Cognitive Architecture to Acquire and Express Knowledge About the World and the Self.
IEEE Trans. Cogn. Dev. Syst., 2018

Learning Kinematic Structure Correspondences Using Multi-Order Similarities.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Highly Articulated Kinematic Structure Estimation Combining Motion and Skeleton Information.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Assistive Robotic Technology to Combat Social Isolation in Acute Hospital Settings.
Int. J. Soc. Robotics, 2018

iCub-HRI: A Software Framework for Complex Human-Robot Interaction Scenarios on the iCub Humanoid Robot.
Frontiers Robotics AI, 2018

Head-Mounted Augmented Reality for Explainable Robotic Wheelchair Assistance.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Real-Time Workload Classification during Driving using HyperNetworks.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Transferring Visuomotor Learning from Simulation to the Real World for Robotics Manipulation Tasks.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Augmented Reality for Feedback in a Shared Control Spraying Task.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Hierarchical behavioral repertoires with unsupervised descriptors.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments.
Proceedings of the Computer Vision - ECCV 2018, 2018

Inferring Human Knowledgeability from Eye Gaze in Mobile Learning Environments.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Context-Aware Deep Feature Compression for High-Speed Visual Tracking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

3D Motion Segmentation of Articulated Rigid Bodies based on RGB-D Data.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Adaptive user modelling in car racing games using behavioural and physiological data.
User Model. User Adapt. Interact., 2017

Online Multimodal Ensemble Learning Using Self-Learned Sensorimotor Representations.
IEEE Trans. Cogn. Dev. Syst., 2017

Multi-task and multi-kernel Gaussian process dynamical systems.
Pattern Recognit., 2017

MAGAN: Margin Adaptation for Generative Adversarial Networks.
CoRR, 2017

Personalized robot-assisted dressing using user modeling in latent spaces.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Assisted painting of 3D structures using shared control with a hand-held robot.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Attentional Correlation Filter Network for Adaptive Visual Tracking.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Towards long-term social child-robot interaction: using multi-activity switching to engage young users.
J. Hum. Robot Interact., 2016

Active Learning of Object and Body Models with Time Constraints on a Humanoid Robot.
IEEE Trans. Cogn. Dev. Syst., 2016

Lifelong Augmentation of Multimodal Streaming Autobiographical Memories.
IEEE Trans. Cogn. Dev. Syst., 2016

A Motivational Approach to Support Healthy Habits in Long-term Child-Robot Interaction.
Int. J. Soc. Robotics, 2016

Multimodal imitation using self-learned sensorimotor representations.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Iterative path optimisation for personalised dressing assistance using vision and force information.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Hierarchical action learning by instruction through interactive grounding of body parts and proto-actions.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Markerless perspective taking for humanoid robots in unconstrained environments.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Visual Tracking Using Attention-Modulated Disintegration and Integration.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Kinematic Structure Correspondences via Hypergraph Matching.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Personalised track design in car racing games.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015
Spatio-Temporal Learning With the Online Finite and Infinite Echo-State Gaussian Processes.
IEEE Trans. Neural Networks Learn. Syst., 2015

STARE: Spatio-Temporal Attention Relocation for Multiple Structured Activities Detection.
IEEE Trans. Image Process., 2015

Learning assistance by demonstration: smart mobility with shared control and paired haptic controllers.
J. Hum. Robot Interact., 2015

Towards a synchronised Grammars framework for adaptive musical human-robot collaboration.
Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

One-shot assistance estimation from expert demonstrations for a shared control wheelchair system.
Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

Predicting car states through learned models of vehicle dynamics and user behaviours.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Kinematic-free position control of a 2-DOF planar robot arm.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

User modelling for personalised dressing assistance by humanoid robots.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Encoderless position control of a two-link robot manipulator.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Where is my keyboard? Model-based active adaptation of action-space in a humanoid robot.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

Unsupervised learning of complex articulated kinematic structures combining motion and skeleton information.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Incrementally Learning Objects by Touch: Online Discriminative and Generative Models for Tactile-Based Recognition.
IEEE Trans. Haptics, 2014

Adaptive human-robot interaction in sensorimotor task instruction: From human to robot dance tutors.
Robotics Auton. Syst., 2014

A morphable template framework for robot learning by demonstration: Integrating one-shot and incremental learning approaches.
Robotics Auton. Syst., 2014

Information Processing in the Mirror Neuron System in Primates and Machines.
Neuroinformatics, 2014

Increasing the accuracy and the repeatability of position control for micromanipulations using Heteroscedastic Gaussian Processes.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Behavioral accommodation towards a dance robot tutor.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2014

2013
Multimodal child-robot interaction: building social bonds.
J. Hum. Robot Interact., 2013

The Coordinating Role of Language in Real-Time Multimodal Learning of Cooperative Tasks.
IEEE Trans. Auton. Ment. Dev., 2013

A syntactic approach to robot imitation learning using probabilistic activity grammars.
Robotics Auton. Syst., 2013

The Infinite-Order Conditional Random Field Model for Sequential Data Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

iCharibot: Design and Field Trials of a Fundraising Robot.
Proceedings of the Social Robotics - 5th International Conference, 2013

A Humanoid Robot Companion for Wheelchair Users.
Proceedings of the Social Robotics - 5th International Conference, 2013

Time to Change: Deciding When to Switch Action Plans during a Social Interaction.
Proceedings of the Biomimetic and Biohybrid Systems, 2013

Enhanced kinematic model for dexterous manipulation with an underactuated hand.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

When and how to help: An iterative probabilistic model for learning assistance by demonstration.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Online quantum mixture regression for trajectory learning by demonstration.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Towards Active Event Recognition.
Proceedings of the IJCAI 2013, 2013

Creative Dance: An Approach for Social Interaction between Robots and Children.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

Hierarchies for Embodied Action Perception.
Proceedings of the Computational and Robotic Models of the Hierarchical Organization of Behavior, 2013

2012
Collaborative Control for a Robotic Wheelchair: Evaluation of Performance, Attention, and Workload.
IEEE Trans. Syst. Man Cybern. Part B, 2012

A Quantum-Statistical Approach Toward Robot Learning by Demonstration.
IEEE Trans. Robotics, 2012

Nonparametric Mixtures of Gaussian Processes With Power-Law Behavior.
IEEE Trans. Neural Networks Learn. Syst., 2012

A nonparametric Bayesian approach toward robot learning by demonstration.
Robotics Auton. Syst., 2012

A reservoir-driven non-stationary hidden Markov model.
Pattern Recognit., 2012

The copula echo state network.
Pattern Recognit., 2012

A spatially-constrained normalized Gamma process prior.
Expert Syst. Appl., 2012

The echo state conditional random field model for sequential data modeling.
Expert Syst. Appl., 2012

A sparse nonparametric hierarchical Bayesian approach towards inductive transfer for preference modeling.
Expert Syst. Appl., 2012

The Kernel Pitman-Yor Process
CoRR, 2012

Sensory Anticipation of Optical Flow in Mobile Robotics
CoRR, 2012

Context-GMM: Incremental learning of sparse priors for Gaussian mixture regression.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Towards Contextual Action Recognition and Target Localization with Active Allocation of Attention.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

Online spatio-temporal Gaussian process experts with application to tactile classification.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Iterative temporal learning and prediction with the sparse online echo state gaussian process.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A Spatially-Constrained Normalized Gamma Process for Data Clustering.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Learning reusable task components using hierarchical activity grammars with uncertainties.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Learning action symbols for hierarchical grammar induction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Incremental learning of an optical flow model for sensorimotor anticipation in a mobile robot.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

Robust grasping for an under-actuated anthropomorphic hand under object position uncertainty.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

Exploiting affordance symmetries for task reproduction planning.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

Multi Robot Learning by Demonstration.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Echo State Gaussian Process.
IEEE Trans. Neural Networks, 2011

Learning dynamical representations of tools for tool-use recognition.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Generalising human demonstration data by identifying affordance symmetries in object interaction trajectories.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

The One-Hidden Layer Non-parametric Bayesian Kernel Machine.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Child-robot interaction in the wild: advice to the aspiring experimenter.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Towards incremental learning of task-dependent action sequences using probabilistic parsing.
Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011

Towards an open-source social middleware for humanoid robots.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

Adapting robot behavior to user's capabilities: a dance instruction study.
Proceedings of the 6th International Conference on Human Robot Interaction, 2011

Multi-reward policies for medical applications: anthrax attacks and smart wheelchairs.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolving policies for multi-reward partially observable markov decision processes (MR-POMDPs).
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Spectral clustering in multi-agent systems.
Knowl. Inf. Syst., 2010

Towards anthropomorphic robot Thereminist.
Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

Towards One Shot Learning by imitation for humanoid robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Increasing robotic wheelchair safety with collaborative control: Evidence from secondary task experiments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Converging Bio-inspired Robotics and Socio-inspired Agents for Intelligent Transportation Systems.
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010

Hierarchical learning approach for one-shot action imitation in humanoid robots.
Proceedings of the 11th International Conference on Control, 2010

Partial observability during predictions of the opponent's movements in an RTS game.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Learning multirobot joint action plans from simultaneous task execution demonstrations.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Efficient template-based path imitation by invariant feature mapping.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009

A Groovy Virtual Drumming Agent.
Proceedings of the Intelligent Virtual Agents, 9th International Conference, 2009

Multi-robot plan adaptation by constrained minimal distortion feature mapping.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
The Third International Conference on Human-Robot Interaction.
AI Mag., 2008

A Drum Machine That Learns to Groove.
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008

Human-wheelchair collaboration through prediction of intention and adaptive assistance.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Balancing Spectral Clustering for Segmenting Spatio-temporal Observations of Multi-agent Systems.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Groovy Neural Networks.
Proceedings of the ECAI 2008, 2008

Predicting the Movements of Robot Teams Using Generative Models.
Proceedings of the Distributed Autonomous Robotic Systems 8, 2008

A Hybrid Method based on Fuzzy Inference and Non-Linear Oscillators for Real-Time Control of Gait.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
Special Issue on Robot Learning by Observation, Demonstration, and Imitation.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Prediction of intent in robotics and multi-agent systems.
Cogn. Process., 2007

2006
Hierarchical attentive multiple models for execution and recognition of actions.
Robotics Auton. Syst., 2006

Perceiving the unusual: Temporal properties of hierarchical motor representations for action perception.
Neural Networks, 2006

Object Grasping using the Minimum Variance Model.
Biol. Cybern., 2006

Content-based control of goal-directed attention during human action perception.
Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication, 2006

Studying the human visual cortex for improving prehension capabilities in robotics.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
Optimal robot arm control using the minimum variance model.
J. Field Robotics, 2005

Compound Effects of Top-down and Bottom-up Influences on Visual Attention During Action Recognition.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Learning Forward Models for Robots.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2004
Biologically inspired optimal robot arm control with signal-dependent noise.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Imitation of human demonstration using a biologically inspired modular optimal control scheme.
Proceedings of the 4th IEEE/RAS International Conference on Humanoid Robots, 2004

2003
Distributed, predictive perception of actions: a biologically inspired robotics architecture for imitation and learning.
Connect. Sci., 2003

Editorial: Introduction to the Special Issue on Epigenetic Robotics.
Adapt. Behav., 2003


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