π Author: Chuchu Xu
π Technologies: Python, ROS 2, TensorFlow, PyBullet
This project implements a deep reinforcement learning-based robotic grasping system. The model is trained using the Cornell Grasp Dataset and deployed on a simulated robotic arm in PyBullet.
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Train a YOLO-based grasp detection model using TensorFlow.
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Simulate robotic grasping in PyBullet/Gazebo.
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Real-time object pose estimation with an RGB-D camera (Intel RealSense).