Robuta

https://openreview.net/forum?id=ab45VX83Z1 A Geometric Lens on RL Environment Complexity Based on Ricci Curvature | OpenReview We introduce Ollivier-Ricci Curvature (ORC) as an information-geometric tool for analyzing the local structure of reinforcement learning (RL) environments. We... rl environmentricci curvaturegeometriclens https://openreview.net/forum?id=sPCKNl5qDps Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework | OpenReview We introduce a flexible framework for Ollivier-Ricci curvature on hypergraphs. ricci curvatureunified frameworkollivierhypergraphsopenreview https://arxiv.org/abs/2508.11390 [2508.11390] A Remedy for Over-Squashing in Graph Learning via Forman-Ricci Curvature based... Abstract page for arXiv paper 2508.11390: A Remedy for Over-Squashing in Graph Learning via Forman-Ricci Curvature based Graph-to-Hypergraph Structural Lifting https://arxiv.org/abs/2504.06865 [2504.06865] On manifolds with almost non-negative Ricci curvature and integrally-positive... https://arxiv.org/abs/2501.00919 [2501.00919] Geometry matters: insights from Ollivier Ricci Curvature and Ricci Flow into... Abstract page for arXiv paper 2501.00919: Geometry matters: insights from Ollivier Ricci Curvature and Ricci Flow into representational alignment through... https://arxiv.org/abs/2506.07427 [2506.07427] Spectral convergence of graph Laplacians with Ricci curvature bounds and in... Abstract page for arXiv paper 2506.07427: Spectral convergence of graph Laplacians with Ricci curvature bounds and in non-collapsed Ricci limit spaces https://www.kth.se/math/kalender/markus-wolff-null-mean-curvature-flow-part-2-the-return-of-ricci-flow-1.1331048?date=2024-04-18&orgdate=2024-02-13&length=1&orglength=0 Markus Wolff: Null mean curvature flow, Part 2: The Return of Ricci flow | KTH mean curvature flow