TopoExplore: Homology as an Exploration Signal.

arXiv:2607.09971v2 Announce Type: replace Abstract: Exploration signals in reinforcement learning are currently computed from what an agent has seen: visitation counts, density estimates, or a model's prediction error at individual states. None of these report