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G. Mongardi

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Open access 2026

Beyond the Black Box: Neuro-Symbolic Integration for Interpretable Video-Based Reinforcement Learning

A cognitively inspired neuro-symbolic framework for extracting interpretable world models from raw video streams in dynamic 2D environments and proposes a domain-agnostic agent that develops complex behaviors driven by a composite intrinsic reward based on causal impact and event-driven curiosity.

Lorenzo Cardone, Giorgia Ghisolfo, G. Mongardi et al. · 0 citations

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