Sao Mai Nguyen

Orcid: 0000-0003-0929-0019

According to our database1, Sao Mai Nguyen authored at least 45 papers between 2011 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Reconciling Spatial and Temporal Abstractions for Goal Representation.
CoRR, 2024

Unsupervised Motion Retargeting for Human-Robot Imitation.
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023
A Smart Home Digital Twin to Support the Recognition of Activities of Daily Living.
Sensors, September, 2023

Reconnaissance d'activités de la vie quotidienne au moyen de capteurs domotiques et d'apprentissage profond : lorsque syntaxe, sémantique et contexte se rencontrent.
Revue Ouverte d'Intelligence Artificielle (ROIA), 2023

Goal Space Abstraction in Hierarchical Reinforcement Learning via Reachability Analysis.
CoRR, 2023

Goal Space Abstraction in Hierarchical Reinforcement Learning via Set-Based Reachability Analysis.
Proceedings of the IEEE International Conference on Development and Learning, 2023

Prerequisite Structure Discovery in Intelligent Tutoring Systems.
Proceedings of the IEEE International Conference on Development and Learning, 2023

Evaluating Kinect, OpenPose and BlazePose for Human Body Movement Analysis on a Low Back Pain Physical Rehabilitation Dataset.
Proceedings of the Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

Analyzing Data Efficiency and Performance of Machine Learning Algorithms for Assessing Low Back Pain Physical Rehabilitation Exercises.
Proceedings of the European Conference on Mobile Robots, 2023

2021
Guest Editorial Special Issue on Continual Unsupervised Sensorimotor Learning.
IEEE Trans. Cogn. Dev. Syst., 2021

A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning.
Sensors, 2021

Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning.
Künstliche Intell., 2021

Human Activity Recognition (HAR) in Smart Homes.
CoRR, 2021

Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes.
CoRR, 2021

Intrinsically Motivated Open-Ended Multi-Task Learning Using Transfer Learning to Discover Task Hierarchy.
CoRR, 2021

2020
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes.
CoRR, 2020

How An Automated Gesture Imitation Game Can Improve Social Interactions With Teenagers With ASD.
CoRR, 2020

Building an Automated Gesture Imitation Game for Teenagers with ASD.
CoRR, 2020

An implementation of an imitation game with ASD children to learn nursery rhymes.
CoRR, 2020

Staircase Negotiation Learning for Articulated Tracked Robots with Varying Degrees of Freedom.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2020

Staircase Traversal via Reinforcement Learning for Active Reconfiguration of Assistive Robots.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Recognition of Activities of Daily Living via Hierarchical Long-Short Term Memory Networks.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

CHIME: An Adaptive Hierarchical Representation for Continuous Intrinsically Motivated Exploration.
Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

Hierarchical Affordance Discovery using Intrinsic Motivation.
Proceedings of the 7th International Conference on Human-Agent Interaction, 2019

2018
Learning a Set of Interrelated Tasks by Using a Succession of Motor Policies for a Socially Guided Intrinsically Motivated Learner.
Frontiers Neurorobotics, 2018

Effects of Social Guidance on a Robot Learning Sequences of Policies in Hierarchical Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Learning a Set of Interrelated Tasks by Using Sequences of Motor Policies for a Strategic Intrinsically Motivated Learner.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

A Co-design Approach for a Rehabilitation Robot Coach for Physical Rehabilitation Based on the Error Classification of Motion Errors.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

Generating Shared Latent Variables for Robots to Imitate Human Movements and Understand Their Physical Limitations.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Plug and Play your Robot into your Smart Home: Illustration of a New Framework - A Communication Protocol to Plug and Play any Robot or Device of a Smart Home.
Künstliche Intell., 2017

Multi-level motion analysis for physical exercises assessment in kinaesthetic rehabilitation.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

2016
Computational architecture of a robot coach for physical exercises in kinaesthetic rehabilitation.
Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Strategic and interactive learning of a hierarchical set of tasks by the Poppy humanoid robot.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

2014
Object Learning Through Active Exploration.
IEEE Trans. Auton. Ment. Dev., 2014

Socially guided intrinsic motivation for robot learning of motor skills.
Auton. Robots, 2014

2013
A Curious Robot Learner for Interactive Goal-Babbling : Strategically Choosing What, How, When and from Whom to Learn. (Un robot curieux pour l'apprentissage actif par babillage d'objectifs : choisir de manière stratégique quoi, comment, quand et de qui apprendre).
PhD thesis, 2013

Learning to recognize objects through curiosity-driven manipulation with the iCub humanoid robot.
Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

2012
Active choice of teachers, learning strategies and goals for a socially guided intrinsic motivation learner.
Paladyn J. Behav. Robotics, 2012

Properties for efficient demonstrations to a socially guided intrinsically motivated learner.
Proceedings of the 21st IEEE International Symposium on Robot and Human Interactive Communication, 2012

Socially guided intrinsically motivated learner.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

Interactive learning gives the tempo to an intrinsically motivated robot learner.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

2011
Real-time face swapping as a tool for understanding infant self-recognition
CoRR, 2011

Bootstrapping Intrinsically Motivated Learning with Human Demonstrations
CoRR, 2011

Constraining the Size Growth of the Task Space with Socially Guided Intrinsic Motivation using Demonstrations
CoRR, 2011

Bootstrapping intrinsically motivated learning with human demonstration.
Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011


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