{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:KANLIMYR3X3372TUYCTYPLKTCA","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"e626a7b76f626aa287da370b31d5f0a93927278415d8265bd4fd56139a726bad","cross_cats_sorted":["cs.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2023-12-05T04:59:28Z","title_canon_sha256":"2a36d9ada883b0cf58dd82b0aefd79d5abb76079720eefce80212e4b9fd7bdcb"},"schema_version":"1.0","source":{"id":"2312.02498","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.02498","created_at":"2026-07-05T07:23:10Z"},{"alias_kind":"arxiv_version","alias_value":"2312.02498v2","created_at":"2026-07-05T07:23:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.02498","created_at":"2026-07-05T07:23:10Z"},{"alias_kind":"pith_short_12","alias_value":"KANLIMYR3X33","created_at":"2026-07-05T07:23:10Z"},{"alias_kind":"pith_short_16","alias_value":"KANLIMYR3X3372TU","created_at":"2026-07-05T07:23:10Z"},{"alias_kind":"pith_short_8","alias_value":"KANLIMYR","created_at":"2026-07-05T07:23:10Z"}],"graph_snapshots":[{"event_id":"sha256:2b2d303e3eea278853e67a8add38464981e63efcd29155528ebb46250d1f2d91","target":"graph","created_at":"2026-07-05T07:23:10Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2312.02498/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper formulates a stochastic optimal control problem for linear networked control systems featuring stochastic packet disordering with a unique stabilizing solution certified. The problem is solved by proposing reinforcement learning algorithms. A measurement method is first presented to deal with PD and calculate the newest control input. The NCSs with stochastic PD are modeled as stochastic NCSs. Then, given a cost function, a modified algebraic Riccati equation is derived within the formulation. We propose offline policy iteration and value iteration algorithms to solve the MARE assoc","authors_text":"Bosen Lian, Frank L. Lewis, Wenqian Xue, Yi Jiang","cross_cats":["cs.SY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2023-12-05T04:59:28Z","title":"Provable Reinforcement Learning for Networked Control Systems with Stochastic Packet Disordering"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.02498","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:33f01c47665af8420008654722e5f5e5503f5d67bd2df2cd1bd65e9592ccfaca","target":"record","created_at":"2026-07-05T07:23:10Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"e626a7b76f626aa287da370b31d5f0a93927278415d8265bd4fd56139a726bad","cross_cats_sorted":["cs.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2023-12-05T04:59:28Z","title_canon_sha256":"2a36d9ada883b0cf58dd82b0aefd79d5abb76079720eefce80212e4b9fd7bdcb"},"schema_version":"1.0","source":{"id":"2312.02498","kind":"arxiv","version":2}},"canonical_sha256":"501ab43311ddf7bfea74c0a787ad53101fde4dc2d519b1adb0246e0ab34b8a3f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"501ab43311ddf7bfea74c0a787ad53101fde4dc2d519b1adb0246e0ab34b8a3f","first_computed_at":"2026-07-05T07:23:10.007881Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:23:10.007881Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qy2C5Pm5+EOh4IBsCUc0AnH8U8THHS0TYddaw+cUSaZFPgQ5P/q0oChUG/odNimWpmFuANCDZEaAZDcybiu0Bg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:23:10.008413Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.02498","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:33f01c47665af8420008654722e5f5e5503f5d67bd2df2cd1bd65e9592ccfaca","sha256:2b2d303e3eea278853e67a8add38464981e63efcd29155528ebb46250d1f2d91"],"state_sha256":"8f4a28a05f10c0ccb99e9d3f800e284050bc3e8e74722572ca0da8b151b20507"}