Pith Number

pith:MZFSALPG

pith:2019:MZFSALPGBAH7IPLNSH6KB7TH24

not attested not anchored not stored refs pending

Towards Interactive Training of Non-Player Characters in Video Games

Ahmad Beirami, Igor Borovikov, Jesse Harder, Michael Sadovsky

arxiv:1906.00535 v1 · 2019-06-03 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZFSALPGBAH7IPLNSH6KB7TH24}

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	2026-05-17T23:44:24.643203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

664b202de6080ff43d6d91fca0fe67d72a67100b1c69382802fd4c06222173c3

Aliases

arxiv: 1906.00535 · arxiv_version: 1906.00535v1 · doi: 10.48550/arxiv.1906.00535 · pith_short_12: MZFSALPGBAH7 · pith_short_16: MZFSALPGBAH7IPLN · pith_short_8: MZFSALPG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MZFSALPGBAH7IPLNSH6KB7TH24 \
  | 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: 664b202de6080ff43d6d91fca0fe67d72a67100b1c69382802fd4c06222173c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65bd5e8562949aa79e9195defbabd85007a7b1beb73e5d15b1582ee0602c856a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-03T02:38:05Z",
    "title_canon_sha256": "ebda0d234de1a04fb67eeab0f7ebcef6fb632c20db412f512a2c84444afba240"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00535",
    "kind": "arxiv",
    "version": 1
  }
}