Niluthpol Mithun

MaAST: Map Attention with Semantic Transformers for Efficient Visual Navigation

Visual navigation for autonomous agents is a core task in the fields of computer vision and robotics. Learning-based methods, such as deep reinforcement learning, have the potential to outperform the classical solutions developed for this task; however, they come at a significantly increased computa…