Electromechanical Platform for Reinforcement Learning Research and Evaluation

Kelvin, Tan (~kelvin)


Description:

The talk is about the author's inspiration and journey in developing a electromechanical maze for reinforcement learning research, algorithm evaluation and education. The maze provides a physical stage for machine learning. Physical systems provide unique values not available in virtual environments like OpenGym.

The author is seeking partners and collaborators to further develop and refine the project.

Prerequisites:

None.

Video URL:

https://youtu.be/38YkmV5Gc4Y

Content URLs:

Paper submitted to technical journal and pending review.

Speaker Info:

Kelvin Tan is an Inventor, Maker, Entrepreneur and Educator.

He is a hands-on person who likes to explore, thinker and build stuffs. His businesses deals with B2B and B2C IoT and consumer devices. He also teaches and supervises BEng. undergraduates at a local college.

LinkedIn: https://www.linkedin.com/in/kelvintanthyelye/

Speaker Links:

FOSSASIA 2021 Engagements at client presentations, educational institutes and Singapore schools. Experienced Toastmaster.

Section: Data Science, Machine Learning and AI
Type: Talks
Target Audience: Intermediate
Last Updated: