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Cognitive Maps Reinforcement Learning

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SeminarPast EventNeuroscience

On cognitive maps and reinforcement learning in large-scale animal behaviour

Yossi Yovel

Dr

Tel Aviv University

Schedule
Tuesday, November 24, 2020

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Tuesday, November 24, 2020

12:00 PM America/New_York

Host: Systems Neuroecology

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Systems Neuroecology

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Abstract

Bats are extreme aviators and amazing navigators. Many bat species nightly com-mute dozens of kilometres in search of food, and some bat species annually migrate over thousands of kilometres. Studying bats in their natural environment has al-ways been extremely challenging because of their small size (mostly <50 gr) and agile nature. We have recently developed novel miniature technology allowing us to GPS-tag small bats, thus opening a new window to document their behaviour in the wild. We have used this technology to track fruit-bats pups over 5 months from birth to adulthood. Following the bats’ full movement history allowed us to show that they use novel short-cuts which are typical for cognitive-map based naviga-tion. In a second study, we examined how nectar-feeding bats make foraging deci-sions under competition. We show that by relying on a simple reinforcement learn-ing strategy, the bats can divide the resource between them without aggression or communication. Together, these results demonstrate the power of the large scale natural approach for studying animal behavior.

Topics

GPS-taggingbatscognitioncompetitionforaging decisionsfruit-batsmovement historynavigationreinforcement learningspatial navigation

About the Speaker

Yossi Yovel

Dr

Tel Aviv University

Contact & Resources

Personal Website

www.yossiyovel.com

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