{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:RUGLBHRKZWBOHVQSSLXCHH76KA","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":"d6b51526598c7cf23d6ff36473f49e91ee476b6f4010dda7fe8d3f32ae3cafb5","cross_cats_sorted":["cs.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-27T14:12:21Z","title_canon_sha256":"f0dc3e373db29f3a9d0fec5df59cce8c4a217086f7743611074e4f514101ca71"},"schema_version":"1.0","source":{"id":"1503.08085","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1503.08085","created_at":"2026-05-18T02:20:11Z"},{"alias_kind":"arxiv_version","alias_value":"1503.08085v1","created_at":"2026-05-18T02:20:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1503.08085","created_at":"2026-05-18T02:20:11Z"},{"alias_kind":"pith_short_12","alias_value":"RUGLBHRKZWBO","created_at":"2026-05-18T12:29:39Z"},{"alias_kind":"pith_short_16","alias_value":"RUGLBHRKZWBOHVQS","created_at":"2026-05-18T12:29:39Z"},{"alias_kind":"pith_short_8","alias_value":"RUGLBHRK","created_at":"2026-05-18T12:29:39Z"}],"graph_snapshots":[{"event_id":"sha256:208340763ec4a446a8246e6f9aabf06e62337e1bc56ba5ba64db427ad37f7cf6","target":"graph","created_at":"2026-05-18T02:20:11Z","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":"Emerging applications in engineering such as crowd-sourcing and (mis)information propagation involve a large population of heterogeneous users or agents in a complex network who strategically make dynamic decisions. In this work, we establish an evolutionary Poisson game framework to capture the random, dynamic and heterogeneous interactions of agents in a holistic fashion, and design mechanisms to control their behaviors to achieve a system-wide objective. We use the antivirus protection challenge in cyber security to motivate the framework, where each user in the network can choose whether o","authors_text":"Quanyan Zhu, Yezekael Hayel","cross_cats":["cs.SY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-27T14:12:21Z","title":"Evolutionary Poisson Games for Controlling Large Population Behaviors"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1503.08085","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":"sha256:2760f8fcd033ce6abd905a5e3c457206b2e141ce4f9d3cbee711bca1bae3232a","target":"record","created_at":"2026-05-18T02:20:11Z","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":"d6b51526598c7cf23d6ff36473f49e91ee476b6f4010dda7fe8d3f32ae3cafb5","cross_cats_sorted":["cs.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-27T14:12:21Z","title_canon_sha256":"f0dc3e373db29f3a9d0fec5df59cce8c4a217086f7743611074e4f514101ca71"},"schema_version":"1.0","source":{"id":"1503.08085","kind":"arxiv","version":1}},"canonical_sha256":"8d0cb09e2acd82e3d61292ee239ffe502a84f20806a71049f56262b1e66fb03f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8d0cb09e2acd82e3d61292ee239ffe502a84f20806a71049f56262b1e66fb03f","first_computed_at":"2026-05-18T02:20:11.563448Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:20:11.563448Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zQtst/RxbJOkSz/VxrbUu7srF5Dg+Pm59NwpJKQjAKhPdIYBNRhy0uzR81oEFDcwsDCd6M8qNw/mEkshFXyjCw==","signature_status":"signed_v1","signed_at":"2026-05-18T02:20:11.564019Z","signed_message":"canonical_sha256_bytes"},"source_id":"1503.08085","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2760f8fcd033ce6abd905a5e3c457206b2e141ce4f9d3cbee711bca1bae3232a","sha256:208340763ec4a446a8246e6f9aabf06e62337e1bc56ba5ba64db427ad37f7cf6"],"state_sha256":"fc83a03141e73204170ef10fc3768178b9989262289c033af00cbcd4f1a17f13"}