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20242026
most citedStonefish: Supporting Machine Learning Research in Marine Robotics

3 citations · 3 across the 20 of their papers we have counts for

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Showing 2026Show all

10 papers · 1 filter

cs.RO2026

Contact-Aided Factor-Graph Localization for Underwater Sampling

Michele Grimaldi, Yosaku Maeda, Hitoshi Kakami +3

Accurate state estimation for autonomous underwater vehicles performing close-range seafloor sampling remains challenging. In low-altitude operation, down-looking cameras over feat…

cs.RO2026

A Cognitive Architecture for Shared Autonomy in AUV Operations

Niamh Ellis, Thi Tran, Ignacio Carlucho +1

Operators remain essential to Remotely Operated Vehicle (ROV) operation, yet often suffer from low situational awareness and high workload, both of which negatively affect safety.…

cs.RO2026

Beyond Shallow-Water Photorealism: Physically and Sensor-Grounded Simulation for Deep-Sea Robotics

Michele Grimaldi, Enrico Di Maria, Ignacio Carlucho +1

Many recent underwater simulators emphasize visual realism at the expense of physical fidelity, focusing on shallow-water effects with limited relevance in deep-water environments…

cs.RO2026

SAGE: Ergodic Control for Autonomous and Adaptive Inspection of Subsea Infrastructure

Markus Buchholz, Ignacio Carlucho, Yvan R. Petillot

Subsea Christmas Trees (XTs) are underwater structures that use valves for directing oil flow, needing constant inspection. But not every valve carries the same risk at the same ti…

cs.RO2026

World-Model-Grounded LLM Planning for AUV and ASV Navigation Near Offshore Wind Farms

Markus Buchholz, Ignacio Carlucho, Yvan R. Petillot

Large language models can turn a natural-language mission into a sequence of robot actions, but they do not have a sense of physics: they cannot judge how long a command should run…

cs.RO2026

Robust Sliding Mode and Admittance Control of Underactuated Aerial Manipulators for Contact-Based Inspection

Tareq Aziz Alqutami, Yvan Petillot, Matthew W. Dunnigan +1

Contact-based industrial inspection requires aerial platforms to maintain stable interaction while rejecting disturbances. Underactuated aerial manipulators present control challen…