Akila Saravanan

Beyond Waypoints: Semantic-Centric Autonomy with Unreliable Maps through Learned Abstractions

Autonomous navigation that relies on precise metric maps is inherently fragile to environmental changes and mapping inaccuracies. These discrepancies often lead to failures in localization and path planning, as the robot's internal representation of the world no longer matches reality. We propose an…