Pith Number

pith:BGOQRQR4

pith:2019:BGOQRQR4UTT4ASN4F63XV3ZAYA

not attested not anchored not stored refs pending

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems

Stefano V. Albrecht, Subramanian Ramamoorthy

arxiv:1907.09189 v1 · 2019-07-22 · cs.MA · 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{BGOQRQR4UTT4ASN4F63XV3ZAYA}

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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

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems

Receipt and verification

First computed	2026-05-17T23:39:59.916563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

099d08c23ca4e7c049bc2fb77aef20c0124377b9402f506de68fe20f2d7cf26f

Aliases

arxiv: 1907.09189 · arxiv_version: 1907.09189v1 · doi: 10.48550/arxiv.1907.09189 · pith_short_12: BGOQRQR4UTT4 · pith_short_16: BGOQRQR4UTT4ASN4 · pith_short_8: BGOQRQR4

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/BGOQRQR4UTT4ASN4F63XV3ZAYA \
  | 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: 099d08c23ca4e7c049bc2fb77aef20c0124377b9402f506de68fe20f2d7cf26f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e8bf8211b8c2e238b43dd0f1ffc799a3f584052deac2ae9b63303e2db674d60",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-07-22T09:01:08Z",
    "title_canon_sha256": "0c00525149596e4db244c96364e3a27c487c4d3abdc0812623b4bffd734b0f7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.09189",
    "kind": "arxiv",
    "version": 1
  }
}