Planning Multi-Fingered Grasps as Probabilistic Inference in a Learned Deep Network

Qingkai Lu, Kautilya Chenna, Balakumar Sundaralingam +1

We propose a novel approach to multi-fingered grasp planning leveraging learned deep neural network models. We train a convolutional neural network to predict grasp success as a fu…