Edward Sandra

Accelerated Multi-Modal Motion Planning Using Context-Conditioned Diffusion Models

Classical methods in robot motion planning, such as sampling-based and optimization-based methods, often struggle with scalability towards higher-dimensional state spaces and complex environments. Diffusion models, known for their capability to learn complex, high-dimensional and multi-modal data di…