CausGround: non-parametric causal grounding enables adaptive embodied planning without retraining

_akhaliq · x · 2026-10-30

The CausGround paper introduces a non-parametric causal interaction grounding framework for embodied planning: it distills interaction experience into reusable action preconditions and effects, letting agents learn causal knowledge from experience and adaptively plan when actions are executable and how they change the world — all without updating model parameters.

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