works on

From the 1 of 13 linked papers with an AI index.

most citedAERMANI-VLM: Structured Prompting and Reasoning for Aerial Manipulation with Vision Language Models

1 citations · 1 across the 5 of their papers we have counts for

collaborators

13 papers

cs.RO2026

Seeing Through Uncertainty: Free-Energy-Inspired Real-Time Adaptation for Robust Visual Navigation

Maytus Piriyajitakonkij, Rishabh Dev Yadav, Mingfei Sun +2

The paper proposes FEP-Nav, a biologically inspired framework that uses free‑energy‑principle concepts to adapt visual perception in real time, improving robot navigation under noi…

cs.RO2026

AeroPlace-Flow: Language-Grounded Object Placement for Aerial Manipulators via Visual Foresight and Object Flow

Sarthak Mishra, Rishabh Dev Yadav, Naveen Nair +2

Precise object placement remains underexplored in aerial manipulation, where most systems rely on predefined target coordinates and focus primarily on grasping and control. Specify…

cs.RO20261 cited

AERMANI-VLM: Structured Prompting and Reasoning for Aerial Manipulation with Vision Language Models

Sarthak Mishra, Rishabh Dev Yadav, Avirup Das +3

The rapid progress of vision--language models (VLMs) has sparked growing interest in robotic control, where natural language can express the operation goals while visual feedback l…

cs.RO2026

AeroGrab: A Unified Framework for Aerial Grasping in Cluttered Environments

Shivansh Pratap Singh, Naveen Sudheer Nair, Samaksh Ujjawal +4

Reliable aerial grasping in cluttered environments remains challenging due to occlusions and collision risks. Existing aerial manipulation pipelines largely rely on centroid-based…

cs.RO2026

Learn Structure, Adapt on the Fly: Multi-Scale Residual Learning and Online Adaptation for Aerial Manipulators

Samaksh Ujjawal, Naveen Sudheer Nair, Shivansh Pratap Singh +3

Autonomous Aerial Manipulators (AAMs) are inherently coupled, nonlinear systems that exhibit nonstationary and multiscale residual dynamics, particularly during manipulator reconfi…

cs.RO2026

AERMANI-PLACE: Language Guided Object Placement with Aerial Manipulators

Sarthak Mishra, Ritama Sanyal, Rishabh Dev Yadav +2

Object placement is a fundamental component of aerial manipulation tasks, yet existing systems typically require the desired placement position to be specified explicitly in metric…