Connectionists: [CFP] IJCNN 2023 Special Session - Human-in-the-loop Algorithms and System Designs

[Joni Zhong]

IJCNN 2023 Special Session - Human-in-the-loop Algorithms and System Designs

 Submission link: https://edas.info/N30081
Submission Deadline: Jan 31, 2023

Aims
The human-in-the-loop (HIL) terms can be used in different ways in different research fields. Human-in-the-loop learning algorithms refer to algorithms that include human feedback into the training loop of the machine learning models to improve the quality of training and to augment the functions of the model. In the hardware applications, the human-in-the-loop learning devices or robots refer to the skill transfer skills from the users to the robots, where a human’s skills could be actively learnt by the robots’ model to enhance its intelligence or skill levels in an active and autonomous way. In the system design and implementation processes, the “human-in-the-loop” refers to the active integration of human inputs with different physiological inputs, such as BCI. We can see the “human-in-the-loop” methodologies in different research scopes differ, but their central approach can stay unified an,d interdisciplinary research and development can be foreseen. The special session aims to reduce the gaps between the robotic systems’ techniques and settings and the users’ practical needs by the users’ inputs and optimization.

Main Topics:
Themes of interest to this special session include, but are not limited to:
•           HIL in Human-robot interaction
•          HIL in Human-robot collaboration
•           HIL in Assistive Technologies
•          Human-guided Reinforcement Learning
•          Interactive Reinforcement Learning
•          Active Learning and Continuous Learning
•          Human-centric Design for Assistive Technologies
•          Interpretable Machine Learning
•          Human Factors in Robots and Devices
•          Conversation Systems between Human and Robots
•          Ergonomics
•          etc.


Important dates:

Paper Submission Deadline

January 31, 2023



Paper acceptance notification date

March 31, 2023



Conference

June 18-23, 2023


Submission Guidelines:

Organisers :
Junpei Zhong,  The Hong Kong Polytechnic University
Ding Ding, Southeast University
Francisco Cruz, New South Wales University
Nicolás Navarro-Guerrero, German Research Centre for Artificial Intelligence

Contact:
Dr. Joni Zhong, joni.zhong at polyu.edu.hk<mailto:joni.zhong at polyu.edu.hk>

Please submit your paper at the following link https://edas.info/N30081 and choose the track " Special Session: Human-in-the-loop Algorithms and System Designs “. Please follow the standard submission guidelines of IJCNN 2023.
Authors of selected papers will also be invited to submit an extended and improved version to special issues published in MDPI Applied Sciences (ISSN 2076-3417) or Robotics (ISSN 2218-6581).

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