Search Results - "Shaokun Jin"
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A Simultaneous Localization and Mapping (SLAM) Framework for 2.5D Map Building Based on Low-Cost LiDAR and Vision Fusion
Published in Applied sciences (01-05-2019)“…The method of simultaneous localization and mapping (SLAM) using a light detection and ranging (LiDAR) sensor is commonly adopted for robot navigation…”
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Journal Article -
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Depth Estimation of a Deformable Object via a Monocular Camera
Published in Applied sciences (01-04-2019)“…The depth estimation of the 3D deformable object has become increasingly crucial to various intelligent applications. In this paper, we propose a feature-based…”
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Journal Article -
3
A Wheeled Inverted Pendulum Learning Stable and Accurate Control from Demonstrations
Published in Applied sciences (01-12-2019)“…In order to enable robots to be more intelligent and flexible, one way is to let robots learn human control strategy from demonstrations. It is a useful…”
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Journal Article -
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Learning Accurate and Stable Dynamical System Under Manifold Immersion and Submersion
Published in IEEE transaction on neural networks and learning systems (01-12-2019)“…Learning from demonstration (LfD) has been increasingly used to encode robot tasks such that robots can achieve reproduction more flexibly in unstructured…”
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Journal Article -
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Fast and Stable Learning of Dynamical Systems Based on Extreme Learning Machine
Published in IEEE transactions on systems, man, and cybernetics. Systems (01-06-2019)“…The approach of dynamical system (DS) is promising for modeling robot motion, and provides a flexible means of realizing robot learning and control. Accuracy,…”
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Journal Article -
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Real-time tuning of cavity filters by learning from human experience: A vector field approach
Published in 2016 12th World Congress on Intelligent Control and Automation (WCICA) (01-06-2016)“…The technique of tuning a cavity filter is purely a rule of thumb: only experienced tuning engineer is competent to the task. However, with the great…”
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Conference Proceeding -
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A novel model for robots to avoid obstacles based on tensor analysis and differential geometry
Published in 2016 IEEE International Conference on Real-time Computing and Robotics (RCAR) (01-06-2016)“…This paper attempts to build a novel model for robots to undertake obstacle avoidance tasks. Conventional work mainly forms a dynamical system (DS) through…”
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Conference Proceeding -
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Proposed benefit-harm value based utterance learning model for human-machine communication control system
Published in 2014 IEEE International Conference on Control Science and Systems Engineering (25-08-2015)“…To make control actions efficient and simple, kinds of human-machine communication control systems have been developed to replace manual control. However,…”
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Conference Proceeding -
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Improved Learning Accuracy for Learning Stable Control from Human Demonstrations
Published in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-11-2019)“…Learning from Demonstration (LfD) has been identified as an effective method for making robots adapt to a similar kind of tasks. In this work, a framework of…”
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Conference Proceeding -
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A Multi-task Learning Convolutional Neural Network for Object Pose Estimation
Published in 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO) (01-12-2019)“…Estimating 6D poses of objects from RGB images is very crucial for robots to interact with the surrounding environment and to cooperate with humans. It is a…”
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Conference Proceeding