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Posts

Future Blog Post

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Blog Post number 4

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Blog Post number 2

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Blog Post number 1

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HonorsAwardsScholarships

activity

education

grant

Grants

  • “Efficient coconut shell opening machine”, 201610589003, ¥10000, PI: Kuanqi Cai, funded by Ministry of Education of the People’s Republic of China (National Training Program of Innovation and Entrepreneurship for Undergraduates), 2016-2017.

portfolio

publications

research

Research

Reactive User-Guided Path Planning for Visual-Servoing Adaptation

2023-2024, TUM, Munich

Imitation learning promises to allow humans to teach robots tasks simply through demonstration. Traditional methods, relying on visual or kinesthetic teaching, have been limited to guiding robots along a single, static trajectory. This often results in the robot's end-effector colliding with objects, especially when navigating between start and goal poses. Our research introduces an innovative approach: visual servoing with online adaptation of key points and end-goals. This method enhances the robot's capability to handle dynamic tasks, such as moving objects, by allowing for multiple trajectories and supporting iterative learning through on-the-fly demonstrations. This adaptability is crucial in real-world applications where conditions and tasks can vary significantly. The main goal of our project is to develop an adaptive system for Learning by Demonstration (LbD) that is both user-friendly and capable of real-time, reactive planning based on user demonstrations. Our approach extends traditional LbD by incorporating real-time visual servoing, overcoming its limitations in adaptability and responsiveness. By enabling robots to learn from multiple demonstrations and adapt to changes in their environment, we aim to create a system that can handle a wide range of tasks, from moving cups to grasping objects on the move. This system will be equipped to deal with the unpredictability of real-world scenarios, including object movement and human intervention, making robots more flexible and accessible for everyday applications.

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

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