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RoboKnight — INSAT Chess Coach Robot

1st Prize at IEEE TSYP 12 against 20 universities, and a first-author IEEE SMC 2025 paper presented in Vienna.

Led a team to develop the INSAT Chess Coach Robot, an interactive robotic chess system built for the TSYP contest. It integrates computer vision, a robotic arm, and an adaptive chess engine into a single learning experience: physical piece manipulation, skill-matched gameplay, real-time feedback and educational modes, all on standard chess equipment. The system bridges digital and physical chess learning.

In plain terms

A robot arm that sees a real chessboard through a camera, decides a move, and physically picks up and moves the piece — adjusting its difficulty to the person playing.

The chess coach robot arm positioned over a standard boardComputer-vision board and piece detection viewThe robotic arm manipulating a pieceThe monitoring dashboard during a gameThe assembled system at the TSYP contest

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