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20242026
most citedLLM-Enhanced Path Planning: Safe and Efficient Autonomous Navigation with Instructional Inputs

1 citations · 1 across the 9 of their papers we have counts for

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cs.RO2026

See Something, Say Something: Context-Criticality-Aware Mobile Robot Communication for Hazard Mitigations

Bhavya Oza, Devam Shah, Ghanashyama Prabhu +2

The proverb ``see something, say something'' captures a core responsibility of autonomous mobile robots in safety-critical situations: when they detect a hazard, they must communic…

cs.RO2026

Bootstrap Perception Under Hardware Depth Failure for Indoor Robot Navigation

Nishant Pushparaju, Vivek Mattam, Aliasghar Arab

We present a bootstrap perception system for indoor robot navigation under hardware depth failure. In our corridor data, the time-of-flight camera loses up to 78% of its depth pixe…

cs.RO2026

A Semantic Observer Layer for Autonomous Vehicles: Pre-Deployment Feasibility Study of VLMs for Low-Latency Anomaly Detection

Kunal Runwal, Swaraj Gajare, Daniel Adejumo +3

Semantic anomalies-context-dependent hazards that pixel-level detectors cannot reason about-pose a critical safety risk in autonomous driving. We propose a \emph{semantic observer…

cs.RO2025

Embodied Hazard Mitigation using Vision-Language Models for Autonomous Mobile Robots

Oluwadamilola Sotomi, Devika Kodi, Kiruthiga Chandra Shekar +1

Autonomous robots operating in dynamic environments should identify and report anomalies. Embodying proactive mitigation improves safety and operational continuity. This paper pres…

cs.RO2025

Trust Through Transparency: Explainable Social Navigation for Autonomous Mobile Robots via Vision-Language Models

Oluwadamilola Sotomi, Devika Kodi, Aliasghar Arab

Service and assistive robots are increasingly being deployed in dynamic social environments; however, ensuring transparent and explainable interactions remains a significant challe…

cs.RO2025

A Virtual Fencing Framework for Safe and Efficient Collaborative Robotics

Vineela Reddy Pippera Badguna, Aliasghar Arab, Durga Avinash Kodavalla

Collaborative robots (cobots) increasingly operate alongside humans, demanding robust real-time safeguarding. Current safety standards (e.g., ISO 10218, ANSI/RIA 15.06, ISO/TS 1506…

cs.RO2025

ManeuverGPT Agentic Control for Safe Autonomous Stunt Maneuvers

Shawn Azdam, Pranav Doma, Aliasghar Moj Arab

The next generation of active safety features in autonomous vehicles should be capable of safely executing evasive hazard-avoidance maneuvers akin to those performed by professiona…

cs.RO2024★ 1 cited

LLM-Enhanced Path Planning: Safe and Efficient Autonomous Navigation with Instructional Inputs

Pranav Doma, Aliasghar Arab, Xuesu Xiao

Autonomous navigation guided by natural language instructions is essential for improving human-robot interaction and enabling complex operations in dynamic environments. While larg…