Mihir Chauhan

HAVEN: Hierarchical Adversary-Aware Visibility-Enabled Navigation with Cover Utilization Using Deep Transformer Q-Networks

Autonomous navigation in partially observable environments requires agents to reason beyond immediate sensor input, exploit occlusion, and ensure safety while progressing toward a goal. These challenges arise in many robotics domains, from urban driving and warehouse automation to defense and survei…