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Pith Number

pith:MFCZ2OJM

pith:2019:MFCZ2OJMKDPHEXZLRN5FLZ6MDK
not attested not anchored not stored refs pending

AlphaStar: An Evolutionary Computation Perspective

Antoine Cully, Julian Togelius, Kai Arulkumaran

arxiv:1902.01724 v3 · 2019-02-05 · cs.NE · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MFCZ2OJMKDPHEXZLRN5FLZ6MDK}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-05-17T23:40:39.060374Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

61459d392c50de725f2b8b7a55e7cc1aad8747f94f1029a5fbd33e627e142aad

Aliases

arxiv: 1902.01724 · arxiv_version: 1902.01724v3 · doi: 10.48550/arxiv.1902.01724 · pith_short_12: MFCZ2OJMKDPH · pith_short_16: MFCZ2OJMKDPHEXZL · pith_short_8: MFCZ2OJM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MFCZ2OJMKDPHEXZLRN5FLZ6MDK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 61459d392c50de725f2b8b7a55e7cc1aad8747f94f1029a5fbd33e627e142aad
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1bb03f1ecc79dc232870022bdcd7ec872042291f43935c6e1f632f6138c635ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-02-05T14:57:15Z",
    "title_canon_sha256": "53ce08f9c2d07b7356a493384e751f6d664ef46fc539ddbd5983c4d5e81cf115"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01724",
    "kind": "arxiv",
    "version": 3
  }
}