Pith Number

pith:XFQSHE3T

pith:2018:XFQSHE3TPALD3IUJLZSHQKU3OY

not attested not anchored not stored refs pending

Entropy based Independent Learning in Anonymous Multi-Agent Settings

Hoong Chuin LAU, Pradeep Varakantham, Tanvi Verma

arxiv:1803.09928 v4 · 2018-03-27 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFQSHE3TPALD3IUJLZSHQKU3OY}

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	2026-07-05T00:37:42.238601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b96123937378163da2895e64782a9b76398ac980176916c7c535234392b3bab0

Aliases

arxiv: 1803.09928 · arxiv_version: 1803.09928v4 · doi: 10.48550/arxiv.1803.09928 · pith_short_12: XFQSHE3TPALD · pith_short_16: XFQSHE3TPALD3IUJ · pith_short_8: XFQSHE3T

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/XFQSHE3TPALD3IUJLZSHQKU3OY \
  | 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: b96123937378163da2895e64782a9b76398ac980176916c7c535234392b3bab0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1736187865a826f6a31b57aa8ffb15a1bbc2f5bff4c6ce8e9fe3b832921e40e5",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-27T07:10:20Z",
    "title_canon_sha256": "1442fd1eb57fe6fcbbff2cb29557edbd4539d616cc1f16d5d1b4835ca117afe9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.09928",
    "kind": "arxiv",
    "version": 4
  }
}