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🔍 giulio corallo 📂 Engineering
Showing 76 results for "giulio corallo" in Engineering
Engineering Preprint PDF DOI

Contextual Multi-Task Reinforcement Learning for Autonomous Reef Monitoring

Melvin Laux, Yi-Ling Liu, Rina Alo, Soren Topper, Mariela De Lucas Alvarez, Frank Kirchner, Rebecca Adam · 2026

Although autonomous underwater vehicles promise the capability of marine ecosystem monitoring, their deployment is fundamentally limited by the difficulty of controlling vehicles under highly uncertai…

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Engineering Preprint PDF DOI

How Short Is Too Short? Power Analysis for BIC-Based Changepoint Detection in Ecological Monitorin

Ang A. Li · 2026

Changepoint detection is increasingly applied to ecological time series, yet statistical power at the short series lengths typical of monitoring (10-50 observations) is rarely assessed. We present a s…

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Engineering Preprint PDF DOI

Underwater imaging without color distortions requires RAW capture

Derya Akkaynak, Michael S. Brown · 2026

Consumer cameras are ubiquitous in aquatic sciences because they are affordable and easy to use, generating vast collections of underwater imagery for ecosystem surveys, monitoring, mapping, and anima…

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Engineering Preprint PDF DOI

CORAL: COntextual Reasoning And Local Planning in A Hierarchical VLM Framework for Underwater Monitoring

Zhenqi Wu, Yuanjie Lu, Xuesu Xiao, Xiaomin Lin · 2026

Oyster reefs are critical ecosystem species that sustain biodiversity, filter water, and protect coastlines, yet they continue to decline globally. Restoring these ecosystems requires regular underwat…

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Engineering Preprint PDF DOI

Autonomous Search for Sparsely Distributed Visual Phenomena through Environmental Context Modeling

Eric Chen, Travis Manderson, Nare Karapetyan, Peter Edmunds, Nicholas Roy, Yogesh Girdhar · 2026

Autonomous underwater vehicles (AUVs) are increasingly used to survey coral reefs, yet efficiently locating specific coral species of interest remains difficult: target species are often sparsely dist…

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Engineering Preprint PDF DOI

CORAL: Scalable Multi-Task Robot Learning via LoRA Experts

Yuankai Luo, Woping Chen, Tong Liang, Zhenguo Li · 2026

Deploying Vision-Language-Action (VLA) models in real-world robotics exposes a core multi-task learning challenge: reconciling task interference in multi-task robotic learning. When multiple tasks are…

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Engineering Preprint PDF DOI

Hierarchical Multi-Modal Planning for Fixed-Altitude Sparse Target Search and Sampling

Lingpeng Chen, Yuchen Zheng, Apple Pui-Yi Chui, Junfeng Wu, Ziyang Hong · 2026

Efficient monitoring of sparse benthic phenomena, such as coral colonies, presents a great challenge for Autonomous Underwater Vehicles. Traditional exhaustive coverage strategies are energy-inefficie…

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Engineering Preprint PDF DOI

Autonomous Sea Turtle Robot for Marine Fieldwork

Zach J. Patterson, Emily Sologuren, Levi Cai, Daniel Kim, Alaa Maalouf, Pascal Spino, Daniela Rus · 2026

Autonomous robots can transform how we observe marine ecosystems, but close-range operation in reefs and other cluttered habitats remains difficult. Vehicles must maneuver safely near animals and frag…

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Engineering Preprint PDF DOI

ReefFlex: A Generative Design Framework for Soft Robotic Grasping of Organic and Fragile objects

Josh Pinskier, Sarah Baldwin, Stephen Rodan, David Howard · 2026

Climate change, invasive species and human activities are currently damaging the world's coral reefs at unprecedented rates, threatening their vast biodiversity and fisheries, and reducing coastal pro…

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Engineering Preprint PDF DOI

SimTO: A simulation-based topology optimization framework for bespoke soft robotic grippers

Kurt Enkera, Josh Pinskier, Marcus Gallagher, David Howard · 2026

Soft robotic grippers are essential for grasping delicate, geometrically complex objects in manufacturing, healthcare and agriculture. However, existing grippers struggle to grasp feature-rich objects…

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Engineering Preprint PDF DOI

A Comprehensive Review of Bio-Inspired Approaches to Coordination, Communication, and System Architecture in Underwater Swarm Robotics

Shyalan Ramesh, Scott Mann, Alex Stumpf · 2026

The increasing complexity of marine operations has intensified the need for intelligent robotic systems to support ocean observation, exploration, and resource management. Underwater swarm robotics of…

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Engineering Preprint PDF DOI

Beyond the Uncanny Valley: A Mixed-Method Investigation of Anthropomorphism in Protective Responses to Robot Abuse

Fan Yang, Lingyao Li, Yaxin Hu, Michael Rodgers, Renkai Ma · 2025

Robots with anthropomorphic features are increasingly shaping how humans perceive and morally engage with them. Our research investigates how different levels of anthropomorphism influence protective …

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Engineering Preprint PDF DOI

An Efficient Quality Metric for Video Frame Interpolation Based on Motion-Field Divergence

Conall Daly, Darren Ramsook, Anil Kokaram · 2025

Video frame interpolation is a fundamental tool for temporal video enhancement, but existing quality metrics struggle to evaluate the perceptual impact of interpolation artefacts effectively. Metrics …

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Engineering Preprint PDF DOI

3D Printable Soft Liquid Metal Sensors for Delicate Manipulation Tasks

Lois Liow, Jonty Milford, Emre Uygun, Andre Farinha, Vinoth Viswanathan, Josh Pinskier, David Howard · 2025

Robotics and automation are key enablers to increase throughput in ongoing conservation efforts across various threatened ecosystems. Cataloguing, digitisation, husbandry, and similar activities requi…

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Engineering Preprint PDF DOI

Automated Coral Spawn Monitoring for Reef Restoration: The Coral Spawn and Larvae Imaging Camera System (CSLICS)

Dorian Tsai, Christopher A. Brunner, Riki Lamont, F. Mikaela Nordborg, Andrea Severati, Java Terry, Karen Jackel, Matthew Dunbabin, Tobias Fischer, Scarlett Raine · 2025

Coral aquaculture for reef restoration requires accurate and continuous spawn counting for resource distribution and larval health monitoring, but current methods are labor-intensive and represent a c…

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Engineering Preprint PDF DOI

Coral: A Unifying Abstraction Layer for Composable Robotics Software

Steven Swanbeck, Mitch Pryor · 2025

Despite the multitude of excellent software components and tools available in the robotics and broader software engineering communities, successful integration of software for robotic systems remains …

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Engineering Preprint PDF DOI

Multi-agent Reinforcement Learning for Robotized Coral Reef Sample Collection

Daniel Correa, Tero Kaarlela, Jose Fuentes, Paulo Padrao, Alain Duran, Leonardo Bobadilla · 2025

This paper presents a reinforcement learning (RL) environment for developing an autonomous underwater robotic coral sampling agent, a crucial coral reef conservation and research task. Using software-…

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Engineering Preprint PDF DOI

Measuring and Minimizing Disturbance of Marine Animals to Underwater Vehicles

Levi Cai, Youenn Jezequel, T. Aran Mooney, Yogesh Girdhar · 2025

Do fish respond to the presence of underwater vehicles, potentially biasing our estimates about them? If so, are there strategies to measure and mitigate this response? This work provides a theoretica…

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Engineering Preprint PDF DOI

Towards Autonomous 1/8th Offroad RC Racing -- The TruggySense Educational Platform

Robbe Elsermans, Jan Steckel · 2025

This paper presents a state-of-the-art Data Acquisition System designed for off-road conditions, deployed on a Team Corally Kagama 1/8 Remote Controlled Vehicle. The system is intended to support Adva…

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Engineering Preprint PDF DOI

The Search for Squawk: Agile Modeling in Bioacoustics

Vincent Dumoulin, Otilia Stretcu, Jenny Hamer, Lauren Harrell, Rob Laber, Hugo Larochelle, Bart van Merrienboer, Amanda Navine, Patrick Hart, Ben Williams, Timothy A.C. Lamont, Tries B. Razak, Mars Coral Restoration Team, Sheryn Brodie, Brendan Doohan, Phil Eichinski, Paul Roe, Lin Schwarzkopf, Tom Denton · 2025

Passive acoustic monitoring (PAM) has shown great promise in helping ecologists understand the health of animal populations and ecosystems. However, extracting insights from millions of hours of audio…

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