Gabriel Díaz Ramos

Deep learning-based framework for efficient multigoal shortest path planning in indoor environments

This work proposes a deep learning-based search-space reduction pipeline (SRP) that integrates a module called MazeNet to solve indoor navigation tasks with fast runtimes while maintaining accuracy, and evaluates MazeNet’s runtime and path-length performance using a variety of planning methods against both exact and ap...