Young J. Kim

DevGRU: Depth-Guided Visual Navigation Using a Collision-Aware Recurrent Model

The proposed DevGRU navigation system employs an action predictor that generates collision-aware future trajectories, enabling effective avoidance of immediate obstacles and has a relatively small number of trainable parameters, resulting in the fastest inference time among the baselines.