Learning-based Collision-free Planning on Arbitrary Optimization Criteria in the Latent Space through cGANs

Tomoki Ando, Hiroto Iino, Hiroki Mori +5

We propose a new method for collision-free planning using Conditional Generative Adversarial Networks (cGANs) to transform between the robot's joint space and a latent space that c…