Sci Robot October 2024 PMID 39475693

Reinforcement learning-based framework for whale rendezvous via autonomous sensing robots.

Ninad Jadhav, Sushmita Bhattacharya, Daniel Vogt, Yaniv Aluma, Pernille Tønnesen, Akarsh Prabhakara, Swarun Kumar, Shane Gero, Robert J Wood, Stephanie Gil

Mentions

36
Peak: 14 in Nov 2024
across 4 sources since Oct 2024

Extended reach

9,125,722
potential audience

Total likes

125

Video views

134

Mentions per month

Oct 2024 – May 2025

Where it's discussed

  • X / Twitter16 posts
  • News16 articles
  • YouTube2 videos
  • Facebook2 posts

AI synopsis

What people are saying

The overall tone emphasizes the innovative use of autonomous sensing and reinforcement learning with phrases like 'developed' and 'describes,' indicating positive reception and recognition of novel contributions. Posts citing the system's high success rates and real-world validation reveal active interest and belief in the study’s practical importance.

AgreementModerate agreement

Most discussions express support or approval for the framework's achievements and potential, indicating general agreement on its significance.

InterestHigh interest

Posts mention engaging aspects like deploying drones and optimizing whale sightings, reflecting a high level of curiosity and interest.

EngagementModerate engagement

Comments often reference specific methods, such as reinforcement learning and visual data validation, showing moderate to active engagement.

ImpactModerate impact

The discussions imply that the research could significantly improve biological monitoring efforts, though specific societal or technological impacts are not deeply explored.

Abstract in brief

  • It uses low-energy VHF tags to estimate whale bearings and guides robots to meet whales more effectively.
  • Experiments at sea with robotic boats using VHF-emitting tags and acoustic sensors achieved high success rates, with over 81% for 500-meter rendezvous using three robots and over 68% for 1000-meter encounters with two robots, showing the system's effectiveness.
  • The researchers validated their methods through real-world tests and additional data analysis, including studies with visual whale data, demonstrating that their algorithms can reliably assist autonomous robots in biological observations of whales.]

Top posts

Most liked on X and Bluesky
Science Magazine
@ScienceMagazine · X

Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surfacing whales at sea. Learn more in @SciRobotics: https://t.co/7BLQ3rMuMY https://t.co/1d18B3qs8r

Nov 7, 2024 · 64 likes · 8 shares · 4,526,779 followers View post →
Science Magazine
@ScienceMagazine · X

Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surfacing whales at sea. Learn more in @SciRobotics: https://t.co/7BLQ3rMuMY https://t.co/cZ5uCQJ8un

Nov 4, 2024 · 40 likes · 4 shares · 4,526,779 followers View post →
Science Robotics
@SciRobotics · X

Scientists have developed an automated framework that can deploy a team of #drones to optimize chances of sighting surfacing #whales at sea. @hseas @CarletonBiology @ProjectCETI Learn more in Science #Robotics: https://t.co/DK5LzVaGTn https://t.co/7vk8f58Eb6

Oct 30, 2024 · 11 likes · 1 share · 27,732 followers View post →
Science Robotics
@SciRobotics · X

A new Science #Robotics study describes AVATARS, an algorithmic framework that can optimally position #autonomous robots at sea to monitor sperm #whales. https://t.co/DK5LzVaGTn https://t.co/yWTpk8qD2o

Nov 4, 2024 · 6 likes · 27,732 followers View post →
Victor Janzen
@VictorJanzen · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 4,772 followers View post →
LΞLΞL
@lelelx · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 4, 2024 · 4 shares · 3,830 followers View post →

All mentions

Dieter
@Wuhle · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 496 followers View post →
Victor Janzen
@VictorJanzen · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 4,772 followers View post →
Ali Emrah Uluözyurt
@marketing1098 · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 45 followers View post →
Deimar Perea Moreno
@DeimarPerea · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 487 followers View post →
Villagallego
@Villagallego1 · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 411 followers View post →
普通的流浪者
@xyidhu1433361 · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 86 followers View post →
Sarah
@sbclifton77 · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 7, 2024 · 8 shares · 153 followers View post →
Science Magazine
@ScienceMagazine · X

Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surfacing whales at sea. Learn more in @SciRobotics: https://t.co/7BLQ3rMuMY https://t.co/1d18B3qs8r

Nov 7, 2024 · 64 likes · 8 shares · 4,526,779 followers View post →
benishii
@benishii_ · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 4, 2024 · 4 shares · 2,599 followers View post →
LΞLΞL
@lelelx · X

RT @ScienceMagazine: Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surf…

Nov 4, 2024 · 4 shares · 3,830 followers View post →
Science Magazine
@ScienceMagazine · X

Scientists have developed an automated framework that can deploy a team of drones to optimize chances of sighting surfacing whales at sea. Learn more in @SciRobotics: https://t.co/7BLQ3rMuMY https://t.co/cZ5uCQJ8un

Nov 4, 2024 · 40 likes · 4 shares · 4,526,779 followers View post →
Science Robotics
@SciRobotics · X

A new Science #Robotics study describes AVATARS, an algorithmic framework that can optimally position #autonomous robots at sea to monitor sperm #whales. https://t.co/DK5LzVaGTn https://t.co/yWTpk8qD2o

Nov 4, 2024 · 6 likes · 27,732 followers View post →
YA
@Adarchism · X

Reinforcement learning-based framework for whale rendezvous via autonomous sensing robots https://t.co/SMxIBod8Tt

Nov 3, 2024 · 308 followers View post →
Carleton Science
@CarletonScience · X

Nov 1, 2024 · 3,208 followers View post →
Helena Blavatsky
@UAppeak · X

https://t.co/IHXdA5JNLi

Oct 31, 2024 · 18 followers View post →
Science Robotics
@SciRobotics · X

Scientists have developed an automated framework that can deploy a team of #drones to optimize chances of sighting surfacing #whales at sea. @hseas @CarletonBiology @ProjectCETI Learn more in Science #Robotics: https://t.co/DK5LzVaGTn https://t.co/7vk8f58Eb6

Oct 30, 2024 · 11 likes · 1 share · 27,732 followers View post →