pith. sign in
Pith Number

pith:5QT54G4B

pith:2017:5QT54G4BVPYX3HNNHEJAIXMAQT
not attested not anchored not stored refs pending

How the Experts Do It: Assessing and Explaining Agent Behaviors in Real-Time Strategy Games

Andrew Anderson, Claudia Hilderbrand, Jonathan Dodge, Margaret Burnett, Sean Penney

arxiv:1711.06953 v1 · 2017-11-19 · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5QT54G4BVPYX3HNNHEJAIXMAQT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.
Receipt and verification
First computed 2026-05-18T00:30:15.082039Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec27de1b81abf17d9dad3912045d8084e93cc7a03b7de4c6deb5e7225b57e2f9

Aliases

arxiv: 1711.06953 · arxiv_version: 1711.06953v1 · doi: 10.48550/arxiv.1711.06953 · pith_short_12: 5QT54G4BVPYX · pith_short_16: 5QT54G4BVPYX3HNN · pith_short_8: 5QT54G4B
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5QT54G4BVPYX3HNNHEJAIXMAQT \
  | 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: ec27de1b81abf17d9dad3912045d8084e93cc7a03b7de4c6deb5e7225b57e2f9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "15779943c2df5692e5a76eccdd731c635d44ab9ef14d8dac824705a9d1588821",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2017-11-19T01:57:55Z",
    "title_canon_sha256": "6b1be07b974e8c4653076b6f339ee2b47f355e30d73af0c3a9074ef3c728b8c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.06953",
    "kind": "arxiv",
    "version": 1
  }
}