lauriasuo/EarthRovers_MLP-BC_nLoc153_nH-1

PointGoal navigation policy trained with the FrodoBots8K dataset.

Presented in the paper Data scaling for navigation in unknown environments

Project page | Code

Details

Architecture:

MLP-BC with Theia encoder + MLP action head

Dataset:

3600H total, different amounts from 153 distinct geographical locations

Usage

See the Github repo