Exploratory Experience Shapes The Geometry Of Pred

# Exploratory Experience Shapes the Geometry of Predictive Representations

Derived from arXiv:2605.27929 - Exploratory Experience Shapes the Geometry of Predictive Representations

## Core Concept
Active sensing links behavior and learning through an action-perception loop: actions determine the observations used to update internal predictive models of perception, which subsequently guide the next actions. Predictive-coding frameworks provide a natural way to model this process, since internal representations are continuously updated to predict future observations. Here, we ask how exploratory and exploitative behavioral strategies shape these internal predictive representations. We build...

## Key Insights
- Derived from arXiv:2605.27929
- Published: 2026-05-27
- Utility Score: 1.00
- Authors: Kseniia Shilova, Abdelrahman Sharafeldin, Advay Balakrishnan et al.

## Activation
exploratory-experience-shapes-the-geometry-of-pred, 2605.27929

## References
- arXiv: https://arxiv.org/abs/2605.27929