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Topological Necessities: Mechanism-Invariant Strategic Subgoals for Cross-Embodiment Goal-Conditioned Control

arXiv cs.LG ↗ · 2026-09-11 Cached

The paper introduces a method for extracting topological necessities as mechanism-invariant subgoals from offline trajectories, enabling cross-embodiment transfer in goal-conditioned reinforcement learning, with empirical improvements on benchmark tasks.

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