{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:SE3YVWMHWU6T5CEC6OA275WFQZ","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":"69abad0df247f6c045ea6076335ac9230f87a940279fc5c162083d2a24980692","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2018-02-05T17:34:40Z","title_canon_sha256":"e76dae4dcc72af902365cba5c02489e0a0b7517da14fcd4d12ba11e007d69f32"},"schema_version":"1.0","source":{"id":"1802.04327","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1802.04327","created_at":"2026-05-18T00:23:44Z"},{"alias_kind":"arxiv_version","alias_value":"1802.04327v1","created_at":"2026-05-18T00:23:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1802.04327","created_at":"2026-05-18T00:23:44Z"},{"alias_kind":"pith_short_12","alias_value":"SE3YVWMHWU6T","created_at":"2026-05-18T12:32:53Z"},{"alias_kind":"pith_short_16","alias_value":"SE3YVWMHWU6T5CEC","created_at":"2026-05-18T12:32:53Z"},{"alias_kind":"pith_short_8","alias_value":"SE3YVWMH","created_at":"2026-05-18T12:32:53Z"}],"graph_snapshots":[{"event_id":"sha256:2bb0d387e3e96dbcd30c5f2168ae4e445040834469d38c3ee3d4cc1b2bdc553e","target":"graph","created_at":"2026-05-18T00:23:44Z","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"},"paper":{"abstract_excerpt":"Bandit Convex Optimisation (BCO) is a powerful framework for sequential decision-making in non-stationary and partially observable environments. In a BCO problem, a decision-maker sequentially picks actions to minimize the cumulative cost associated with these decisions, all while receiving partial feedback about the state of the environment. This formulation is a very natural fit for wireless-network optimisation problems and has great application potential since: i) instead of assuming full observability of the network state, it only requires the metric to optimise as input, and ii) it provi","authors_text":"Cristina Cano, Gergely Neu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2018-02-05T17:34:40Z","title":"Wireless Optimisation via Convex Bandits: Unlicensed LTE/WiFi Coexistence"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1802.04327","kind":"arxiv","version":1},"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":"sha256:86c6af6abce8a3f12f3ec37e3518e0d5580f97a7fb3c164a2dff90b7cdc51d77","target":"record","created_at":"2026-05-18T00:23:44Z","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":"69abad0df247f6c045ea6076335ac9230f87a940279fc5c162083d2a24980692","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2018-02-05T17:34:40Z","title_canon_sha256":"e76dae4dcc72af902365cba5c02489e0a0b7517da14fcd4d12ba11e007d69f32"},"schema_version":"1.0","source":{"id":"1802.04327","kind":"arxiv","version":1}},"canonical_sha256":"91378ad987b53d3e8882f381aff6c5864744aaf290f8fcf18fcc51fac463fa4e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"91378ad987b53d3e8882f381aff6c5864744aaf290f8fcf18fcc51fac463fa4e","first_computed_at":"2026-05-18T00:23:44.517077Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:23:44.517077Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KxHAsOHi7Q3LBb1zFDnLjLtDZSBkyuAwxnv9IBM1C8wPzta8Lvdf9D3RGVxoQjmH9AXImd/c8FiQuhYC1+fCAQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:23:44.517628Z","signed_message":"canonical_sha256_bytes"},"source_id":"1802.04327","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:86c6af6abce8a3f12f3ec37e3518e0d5580f97a7fb3c164a2dff90b7cdc51d77","sha256:2bb0d387e3e96dbcd30c5f2168ae4e445040834469d38c3ee3d4cc1b2bdc553e"],"state_sha256":"314ae24cc743a809a6dffcf65eb4dcbb0985f1a82f774dbcddae613971ca1dd7"}