{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:WIKQMUCO6VWTPXB4OXRIM737PG","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":"c6780181c83855e35b8089163d7249b1cd33957d2f0674eb880a24aa930cad69","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2024-04-10T13:24:27Z","title_canon_sha256":"c6381c87137cb04502f1bb112058463a706a14ae995fdf4b004727625287b551"},"schema_version":"1.0","source":{"id":"2404.06997","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.06997","created_at":"2026-07-05T09:23:48Z"},{"alias_kind":"arxiv_version","alias_value":"2404.06997v3","created_at":"2026-07-05T09:23:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.06997","created_at":"2026-07-05T09:23:48Z"},{"alias_kind":"pith_short_12","alias_value":"WIKQMUCO6VWT","created_at":"2026-07-05T09:23:48Z"},{"alias_kind":"pith_short_16","alias_value":"WIKQMUCO6VWTPXB4","created_at":"2026-07-05T09:23:48Z"},{"alias_kind":"pith_short_8","alias_value":"WIKQMUCO","created_at":"2026-07-05T09:23:48Z"}],"graph_snapshots":[{"event_id":"sha256:d8eaa68efcca0395a6a687a0eb230afd78cb3385e218197f086192497289c29c","target":"graph","created_at":"2026-07-05T09:23:48Z","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/2404.06997/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the era of 6G, with compelling visions of intelligent transportation systems and digital twins, remote surveillance is poised to become a ubiquitous practice. Substantial data volume and frequent updates present challenges in wireless networks. To address these challenges, we propose a novel agent-driven generative semantic communication (A-GSC) framework based on reinforcement learning. In contrast to the existing research on semantic communication (SemCom), which mainly focuses on either semantic extraction or semantic sampling, we seamlessly integrate both by jointly considering the intr","authors_text":"Merouane Debbah, Tony Q.S. Quek, Wanting Yang, Wenchao Jiang, Yanli Yuan, Zehui Xiong","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2024-04-10T13:24:27Z","title":"Agent-driven Generative Semantic Communication with Cross-Modality and Prediction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.06997","kind":"arxiv","version":3},"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":"sha256:6eff1addf88852d86a214ef89dee9d7efc63026d5ec893f266c393979c85b37d","target":"record","created_at":"2026-07-05T09:23:48Z","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":"c6780181c83855e35b8089163d7249b1cd33957d2f0674eb880a24aa930cad69","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2024-04-10T13:24:27Z","title_canon_sha256":"c6381c87137cb04502f1bb112058463a706a14ae995fdf4b004727625287b551"},"schema_version":"1.0","source":{"id":"2404.06997","kind":"arxiv","version":3}},"canonical_sha256":"b21506504ef56d37dc3c75e2867f7f79a3c5d759634cd9a5dacd9ee85ba8ccb5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b21506504ef56d37dc3c75e2867f7f79a3c5d759634cd9a5dacd9ee85ba8ccb5","first_computed_at":"2026-07-05T09:23:48.670113Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:23:48.670113Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9sWIWIMBgWVEmeDGMpjLf7Hgdow1UNU6Tis04GGbm8EUc45VEWKFuRVA4O+xf8Hwuau8mRMeGTk5zt8nh2mwCg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:23:48.670699Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.06997","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6eff1addf88852d86a214ef89dee9d7efc63026d5ec893f266c393979c85b37d","sha256:d8eaa68efcca0395a6a687a0eb230afd78cb3385e218197f086192497289c29c"],"state_sha256":"85c2c14068d7535923e0121bc2387530596111007cd90844ee2cdab9ff777639"}