{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:7POEWKS5MJQ7QFAN2XYBQCL3M5","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":"f21dcde878a29cf9fdadbe6c3d85caad1e5696feb31119286a4dce26676ec168","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-12-08T21:07:18Z","title_canon_sha256":"0de8815c0a2af7ed5e814485f85aaf6d6b0ebc1149033a37f3677647bc865985"},"schema_version":"1.0","source":{"id":"1712.03280","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1712.03280","created_at":"2026-05-18T00:28:21Z"},{"alias_kind":"arxiv_version","alias_value":"1712.03280v1","created_at":"2026-05-18T00:28:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1712.03280","created_at":"2026-05-18T00:28:21Z"},{"alias_kind":"pith_short_12","alias_value":"7POEWKS5MJQ7","created_at":"2026-05-18T12:31:05Z"},{"alias_kind":"pith_short_16","alias_value":"7POEWKS5MJQ7QFAN","created_at":"2026-05-18T12:31:05Z"},{"alias_kind":"pith_short_8","alias_value":"7POEWKS5","created_at":"2026-05-18T12:31:05Z"}],"graph_snapshots":[{"event_id":"sha256:37ee13d463adf12087204fbf6db19c5e7c7d133bbf54bffffca80481db79e6a8","target":"graph","created_at":"2026-05-18T00:28:21Z","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":"Nintendo's Super Smash Bros. Melee fighting game can be emulated on modern hardware allowing us to inspect internal memory states, such as character positions. We created an AI that avoids being hit by training using these internal memory states and outputting controller button presses. After training on a month's worth of Melee matches, our best agent learned to avoid the toughest AI built into the game for a full minute 74.6% of the time.","authors_text":"Ben Parr, Deepak Dilipkumar, Yuan Liu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-12-08T21:07:18Z","title":"Nintendo Super Smash Bros. Melee: An \"Untouchable\" Agent"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1712.03280","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:d91530573f6db1a3c0a0d110fb1f14996a4da95b9004d2f870253850d66e9f55","target":"record","created_at":"2026-05-18T00:28:21Z","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":"f21dcde878a29cf9fdadbe6c3d85caad1e5696feb31119286a4dce26676ec168","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2017-12-08T21:07:18Z","title_canon_sha256":"0de8815c0a2af7ed5e814485f85aaf6d6b0ebc1149033a37f3677647bc865985"},"schema_version":"1.0","source":{"id":"1712.03280","kind":"arxiv","version":1}},"canonical_sha256":"fbdc4b2a5d6261f8140dd5f018097b6748ba3e09a7e3c27f366405b062199f77","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fbdc4b2a5d6261f8140dd5f018097b6748ba3e09a7e3c27f366405b062199f77","first_computed_at":"2026-05-18T00:28:21.781928Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:28:21.781928Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CKUEGVFlGuujhHgTpEmmIxmGZMBK8z0inyoAX7/zFZSdVBTiVudGoyPSUyOoa35GD/IM5UaMaw6ii8FjpjB6Cg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:28:21.782647Z","signed_message":"canonical_sha256_bytes"},"source_id":"1712.03280","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d91530573f6db1a3c0a0d110fb1f14996a4da95b9004d2f870253850d66e9f55","sha256:37ee13d463adf12087204fbf6db19c5e7c7d133bbf54bffffca80481db79e6a8"],"state_sha256":"077851e8ed68cf4fb6247b4af373efa266229abec1dc3192510f9f27c96dd34e"}