{"schemaVersion":1,"target":{"type":"reading","id":"2a49d9a6d667099c491d8c31a67877aa55e0a907ec1d26d62ce6f63a47f75f5f","revision":"40468c9f-c9ca-41cd-8534-9fb73360ca89","revisionKind":"publication-id","title":"arXiv eess.SY: Evaluating Rollout-Verified Reinforcement Fine-Tuning for Building Control","url":"https://escapemeridian.com/readings/arxiv-eess-sy-evaluating-rollout-verified-reinforcement-fine-2a49d9a6"},"source":{"type":"source","id":"https://arxiv.org/abs/2607.27914","revision":"d1eff08c869938785076002b257cdfab51a3f218e3f36ab7133bc55ea553a6db","revisionKind":"sha256-source-text","title":"Evaluating Rollout-Verified Reinforcement Fine-Tuning of a Reasoning Model for Multi-Zone Variable-Air-Volume Control","url":"https://arxiv.org/abs/2607.27914"},"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."}