{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2019:3L6KNO5K2BBXRQT3UPOPFZUHQ5","short_pith_number":"pith:3L6KNO5K","schema_version":"1.0","canonical_sha256":"dafca6bbaad04378c27ba3dcf2e6878757ead3030ab8894b3e000a1b702b48c2","source":{"kind":"arxiv","id":"1905.07549","version":2},"attestation_state":"computed","paper":{"title":"Multi-Armed Bandits for Boolean Connectives in Hybrid System Falsification (Extended Version)","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SY","authors_text":"Ichiro Hasuo, Paolo Arcaini, Zhenya Zhang","submitted_at":"2019-05-18T07:47:16Z","abstract_excerpt":"Hybrid system falsification is an actively studied topic, as a scalable quality assurance methodology for real-world cyber-physical systems. In falsification, one employs stochastic hill-climbing optimization to quickly find a counterexample input to a black-box system model. Quantitative robust semantics is the technical key that enables use of such optimization. In this paper, we tackle the so-called scale problem regarding Boolean connectives that is widely recognized in the community: quantities of different scales (such as speed [km/h] vs. RPM, or worse, RPH) can mask each other's contrib"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1905.07549","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SY","submitted_at":"2019-05-18T07:47:16Z","cross_cats_sorted":[],"title_canon_sha256":"c8c241a2d815130bbfbca7287b48bff929857cf756dba2f8f5f845989ee33ff7","abstract_canon_sha256":"8599040e1eaea47aeaf16042fb2a21cd97a418101a0a11a00fb1fd4965a1eb8e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:42:41.642845Z","signature_b64":"gPXJ2kXMJgbmoIVt3EV0PY5mreZvc/eCH8Je5UJNdCEkSs+KJQY118bXIu1Ck7wvCn71RVGCyduq68kMAGy8Dg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"dafca6bbaad04378c27ba3dcf2e6878757ead3030ab8894b3e000a1b702b48c2","last_reissued_at":"2026-05-17T23:42:41.642269Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:42:41.642269Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Multi-Armed Bandits for Boolean Connectives in Hybrid System Falsification (Extended Version)","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SY","authors_text":"Ichiro Hasuo, Paolo Arcaini, Zhenya Zhang","submitted_at":"2019-05-18T07:47:16Z","abstract_excerpt":"Hybrid system falsification is an actively studied topic, as a scalable quality assurance methodology for real-world cyber-physical systems. In falsification, one employs stochastic hill-climbing optimization to quickly find a counterexample input to a black-box system model. Quantitative robust semantics is the technical key that enables use of such optimization. In this paper, we tackle the so-called scale problem regarding Boolean connectives that is widely recognized in the community: quantities of different scales (such as speed [km/h] vs. RPM, or worse, RPH) can mask each other's contrib"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1905.07549","kind":"arxiv","version":2},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1905.07549","created_at":"2026-05-17T23:42:41.642370+00:00"},{"alias_kind":"arxiv_version","alias_value":"1905.07549v2","created_at":"2026-05-17T23:42:41.642370+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1905.07549","created_at":"2026-05-17T23:42:41.642370+00:00"},{"alias_kind":"pith_short_12","alias_value":"3L6KNO5K2BBX","created_at":"2026-05-18T12:33:07.085635+00:00"},{"alias_kind":"pith_short_16","alias_value":"3L6KNO5K2BBXRQT3","created_at":"2026-05-18T12:33:07.085635+00:00"},{"alias_kind":"pith_short_8","alias_value":"3L6KNO5K","created_at":"2026-05-18T12:33:07.085635+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5","json":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5.json","graph_json":"https://pith.science/api/pith-number/3L6KNO5K2BBXRQT3UPOPFZUHQ5/graph.json","events_json":"https://pith.science/api/pith-number/3L6KNO5K2BBXRQT3UPOPFZUHQ5/events.json","paper":"https://pith.science/paper/3L6KNO5K"},"agent_actions":{"view_html":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5","download_json":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5.json","view_paper":"https://pith.science/paper/3L6KNO5K","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1905.07549&json=true","fetch_graph":"https://pith.science/api/pith-number/3L6KNO5K2BBXRQT3UPOPFZUHQ5/graph.json","fetch_events":"https://pith.science/api/pith-number/3L6KNO5K2BBXRQT3UPOPFZUHQ5/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5/action/timestamp_anchor","attest_storage":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5/action/storage_attestation","attest_author":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5/action/author_attestation","sign_citation":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5/action/citation_signature","submit_replication":"https://pith.science/pith/3L6KNO5K2BBXRQT3UPOPFZUHQ5/action/replication_record"}},"created_at":"2026-05-17T23:42:41.642370+00:00","updated_at":"2026-05-17T23:42:41.642370+00:00"}