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DTSTART;TZID=Europe/Berlin:20231005T100000
DTEND;TZID=Europe/Berlin:20231005T110000
DTSTAMP:20260409T001257
CREATED:20230515T104937Z
LAST-MODIFIED:20250603T125727Z
UID:15430-1696500000-1696503600@www.scienceofintelligence.de
SUMMARY:Conor Heins\, “Collective Behavior From Surprise Minimization”
DESCRIPTION:Abstract: \nCollective motion is a familiar sight in nature; groups of distinct\, self-propelled individuals appear to move as a coherent whole\, exhibiting a rich behavioral repertoire that ranges from directed movement to milling to disordered swarming. Biological collective motion is an emergent phenomenon that is the result of self-organization\, whereby macroscopic patterns arise from decentralized\, local interactions among constituent components (e.g.\, individual fish in a school). Preminent models of collective motion describe individuals in the group as self-propelled particles\, subject to a combination of self-generated motion and “social forces” that depend on the state of neighboring particles. Here we introduce a fundamentally new approach to modelling collective movement in animal groups based on active inference\, a cognitive framework that casts behavior as consequences of a single imperative: to minimize surprise. We demonstrate that many empirically-observed collective phenomena\, including cohesion\, milling and directed motion\, naturally emerge when considering individual behavior as the consequence of active Bayesian inference — this emerges without ever explicitly building behavioral rules or goals into individual agents. We show that active inference can naturally recover and generalize the classical notion of social forces in agent-based models of collective motion. By analyzing the parameter space of the belief-based model\, we reveal non-trivial relationships between the beliefs of individuals and group properties like collective polarization and the probability of occupying different behavioral regimes. We also explore how individual beliefs about uncertainty influence the accuracy of collective decision-making. Finally\, we show how\, in this framework\, agents can readily update their generative model over time\, resulting in groups that are collectively more sensitive to external fluctuations and encode information more robustly.\n\n\nThis talk will take place in person at SCIoI. \nPhoto kinldy provided by Shintaro Shiba. \n 
URL:https://www.scienceofintelligence.de/event/thursday-morning-talk-conor-heins-collective-behavior-from-surprise-minimization/
LOCATION:MAR 2.057
CATEGORIES:Thursday Morning Talk
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DTSTART;TZID=Europe/Berlin:20231019T100000
DTEND;TZID=Europe/Berlin:20231019T110000
DTSTAMP:20260409T001257
CREATED:20230918T084300Z
LAST-MODIFIED:20240813T102952Z
UID:16715-1697709600-1697713200@www.scienceofintelligence.de
SUMMARY:Richard Schweitzer (Science of Intelligence)\, "Preregistration in Open Science: What\, why\, and how (a live tutorial)"
DESCRIPTION:Abstract: \nA tutorial on Open Science practices with a focus on pre-registration\, going through the process step-by-step\, including a live experimental data collection.\n\n\nThis talk will take place in person at SCIoI. \nPhoto by Markus Spiske on Unsplash. \n 
URL:https://www.scienceofintelligence.de/event/thursday-morning-talk-richard-schweitzer-preregistration-in-open-science-what-why-and-how-a-live-tutorial/
LOCATION:MAR 2.057
CATEGORIES:Thursday Morning Talk
ATTACH;FMTTYPE=image/jpeg:https://www.scienceofintelligence.de/wp-content/uploads/2023/09/markus-spiske-70Rir5vB96U-unspla.jpg
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BEGIN:VEVENT
DTSTART;TZID=Europe/Berlin:20231026T100000
DTEND;TZID=Europe/Berlin:20231026T110000
DTSTAMP:20260409T001257
CREATED:20230927T091538Z
LAST-MODIFIED:20250603T125413Z
UID:16730-1698314400-1698318000@www.scienceofintelligence.de
SUMMARY:Svetlana Levit\, “Analyzing Human Physical Reasoning and Strategy Exploration on Physical Puzzles”
DESCRIPTION:More details to follow.\n\n\nThis talk will take place in person at SCIoI. \nPhoto by Markus Spiske on Unsplash. \n 
URL:https://www.scienceofintelligence.de/event/thursday-morning-talk-svetlana-levit-project-30/
LOCATION:MAR 2.057
CATEGORIES:Thursday Morning Talk
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