{"paper":{"title":"Deliberation Scheduling for Time-Critical Sequential Decision Making","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Ann Nicholson, Jak Kirman, Leslie Pack Kaelbling, Thomas L. Dean","submitted_at":"2013-03-06T14:21:54Z","abstract_excerpt":"We describe a method for time-critical decision making involving sequential tasks and stochastic processes.  The method employs several iterative refinement routines for solving different aspects of the decision making problem.  This paper concentrates on the meta-level control problem of deliberation scheduling, allocating computational resources to these routines.  We provide different models corresponding to optimization problems that capture the different circumstances and computational strategies for decision making under time constraints.  We consider precursor models in which all decisi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1303.1491","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}