Technology Introduction:
This study presents the design and implementation of a quadruped robot platform supporting Sim-to-Real reinforcement learning (RL) applications. The system encompasses electromechanical hardware design, kinematic modeling, simulation environment construction, and RL-based control training. The platform is intended as a locally developed solution for academic research in Taiwan, offering an affordable and open alternative to foreign commercial robots with limited access to low-level controls.
Industry Applicability:
The quadruped robot has high potential to be applicable for industrial inspection tasks to resolve the labor storage problems.
At present, the University consists of 16 colleges, 58 departments, 146 graduate institutes, as well as 34 Master's and PhD degree programs. NTU's programs cover a wide array of disciplines across science, arts, and the humanities, with up to 8,000 courses made available for selection each semester.
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Phone:02-3366-9791
Address:No. 1, Sec. 4, Roosevelt Rd., Taipei 10617, Taiwan (R.O.C.)
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Fuzzy Dynamic Obstacle Avoidance and Reinforcement Learning for Quadruped Robot Control
Technology maturity:Others
Exhibiting purpose:Display of scientific results
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