{"schemaVersion":1,"target":{"type":"reading","id":"95a4bc741026df037751a2f56177169e3ad57c094af217c28ac6b3f7aa414b71","revision":"aa6e1e1e-9b6b-4487-887c-d19673a30a91","revisionKind":"publication-id","title":"arXiv cs.AI: Preference-Guided Adversarial Policy Optimization for Long-Tail Robust Driving","url":"https://escapemeridian.com/readings/arxiv-cs-ai-preference-guided-adversarial-policy-optimization-95a4bc74"},"source":{"type":"source","id":"https://arxiv.org/abs/2603.15221","revision":"04082fab0ae84a0c6450e3d9623948b88a1080209ee36afd1cb909cbb113ae04","revisionKind":"sha256-source-text","title":"Preference-Guided Adversarial Policy Optimization for Long-Tail Robust Driving","url":"https://arxiv.org/abs/2603.15221"},"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."}