Pith Number

pith:ZVDVGKYB

pith:2018:ZVDVGKYBYOE6M33N2A2Q2ISIXA

not attested not anchored not stored refs pending

M$^3$RL: Mind-aware Multi-agent Management Reinforcement Learning

Tianmin Shu, Yuandong Tian

arxiv:1810.00147 v3 · 2018-09-29 · cs.AI · cs.LG · cs.MA · 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{ZVDVGKYBYOE6M33N2A2Q2ISIXA}

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	2026-05-17T23:51:52.499975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd47532b01c389e66f6dd0350d2248b811498bf9057f8de1ae1b6162c9814d82

Aliases

arxiv: 1810.00147 · arxiv_version: 1810.00147v3 · doi: 10.48550/arxiv.1810.00147 · pith_short_12: ZVDVGKYBYOE6 · pith_short_16: ZVDVGKYBYOE6M33N · pith_short_8: ZVDVGKYB

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/ZVDVGKYBYOE6M33N2A2Q2ISIXA \
  | 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: cd47532b01c389e66f6dd0350d2248b811498bf9057f8de1ae1b6162c9814d82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78e825731617b19975c7452b01823814cbf93eb9b1251f1c688d2d81299f59be",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-09-29T04:33:15Z",
    "title_canon_sha256": "1f76c5dc09a57f361a7adadaa012dd0d1432a90ec753055f70f8c92389b0087b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00147",
    "kind": "arxiv",
    "version": 3
  }
}