{"schemaVersion":1,"target":{"type":"reading","id":"07f550c75b48269f23d38e439e1350490d189fd0ac407b37e739bae0b5120b45","revision":"1c4b0de3-d05b-4213-8ab3-034fa55b23cf","revisionKind":"publication-id","title":"arXiv cs.AI: Aligning Policy Encoders with a Shape Teacher","url":"https://escapemeridian.com/readings/arxiv-cs-ai-aligning-policy-encoders-with-a-shape-teacher-07f550c7"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.08275","revision":"fdc7227cd42e9d92b25b5d8d9b7ce8d4d93d87c818687ecc1298d0e7a63c6126","revisionKind":"sha256-source-text","title":"Aligning Policy Encoders with a Shape Teacher","url":"https://arxiv.org/abs/2611.08275"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}