Nicholas Jianrui Ren

Closing the Perception-Action Loop for Semantically Safe Navigation in Semi-Static Environments

Autonomous robots navigating in changing environments demand adaptive navigation strategies for safe long-term operation. While many modern control paradigms offer theoretical guarantees, they often assume known extrinsic safety constraints, overlooking challenges when deployed in real-world environ…