2023
Integrating Symmetry into Differentiable Planning with Steerable Convolutions
ICLR 2023poster
To achieve this, we draw inspiration from equivariant convolution networks and model the path planning problem as a set of signals over grids. We demonstrate that value iteration can be treated as a linear equivariant operator, which is effectively a steerable convolution. Building upon Value Iterat…