{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:U723ZRNDUASTZMHDNLRQ33H2Y5","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":"7a7e2634f5c08e4de014756d1f6cf7d56d4e162de3e84f6da392b88ab2bcd12b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-06-26T02:55:16Z","title_canon_sha256":"dd5155e558fec0f0b0262a4056907fa889c33b0e25860bba3fbfdc3bb7954f41"},"schema_version":"1.0","source":{"id":"1806.09771","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1806.09771","created_at":"2026-05-18T00:12:23Z"},{"alias_kind":"arxiv_version","alias_value":"1806.09771v1","created_at":"2026-05-18T00:12:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1806.09771","created_at":"2026-05-18T00:12:23Z"},{"alias_kind":"pith_short_12","alias_value":"U723ZRNDUAST","created_at":"2026-05-18T12:32:56Z"},{"alias_kind":"pith_short_16","alias_value":"U723ZRNDUASTZMHD","created_at":"2026-05-18T12:32:56Z"},{"alias_kind":"pith_short_8","alias_value":"U723ZRND","created_at":"2026-05-18T12:32:56Z"}],"graph_snapshots":[{"event_id":"sha256:13e14796720d2c4b7cb168daeddbbb57d78e08ef958f790b6669cf59b0ef7fb7","target":"graph","created_at":"2026-05-18T00:12:23Z","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":"Deck building is a crucial component in playing Collectible Card Games (CCGs). The goal of deck building is to choose a fixed-sized subset of cards from a large card pool, so that they work well together in-game against specific opponents. Existing methods either lack flexibility to adapt to different opponents or require large computational resources, still making them unsuitable for any real-time or large-scale application. We propose a new deck recommendation system, named Q-DeckRec, which learns a deck search policy during a training phase and uses it to solve deck building problem instanc","authors_text":"Chris Amato, Magy Seif El-Nasr, Seth Cooper, Truong-Huy Nguyen, Yizhou Sun, Zhengxing Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-06-26T02:55:16Z","title":"Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1806.09771","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":"sha256:70176baffba325f7d9133dc29ded26238e37b2c6909f390d54d22d5bae16c905","target":"record","created_at":"2026-05-18T00:12:23Z","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":"7a7e2634f5c08e4de014756d1f6cf7d56d4e162de3e84f6da392b88ab2bcd12b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2018-06-26T02:55:16Z","title_canon_sha256":"dd5155e558fec0f0b0262a4056907fa889c33b0e25860bba3fbfdc3bb7954f41"},"schema_version":"1.0","source":{"id":"1806.09771","kind":"arxiv","version":1}},"canonical_sha256":"a7f5bcc5a3a0253cb0e36ae30decfac75a51fa5e35e621d102c7d81206701e4e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a7f5bcc5a3a0253cb0e36ae30decfac75a51fa5e35e621d102c7d81206701e4e","first_computed_at":"2026-05-18T00:12:23.411897Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:12:23.411897Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kisdtXKSnFbMZhfvl/4p4PAhm3QZH+VTYgyRJYWsGaj1rI2eydm15pM2K0TG0WCTVeDswMKcePclVfbgAs5gCA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:12:23.412740Z","signed_message":"canonical_sha256_bytes"},"source_id":"1806.09771","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:70176baffba325f7d9133dc29ded26238e37b2c6909f390d54d22d5bae16c905","sha256:13e14796720d2c4b7cb168daeddbbb57d78e08ef958f790b6669cf59b0ef7fb7"],"state_sha256":"7aa10a7c1a5118e7feccbb000eda4fb2ffa8f538b774a1b0e656b39de2e2224d"}