Pith Number

pith:MKAWVW27

pith:2023:MKAWVW27FAUBHV33HQX4J44RY3

not attested not anchored not stored refs pending

MACOptions: Multi-Agent Learning with Centralized Controller and Options Framework

Alakh Aggarwal, Parth Padalkar, Rishita Bansal, Sriraam Natarajan

arxiv:2302.03800 v1 · 2023-02-07 · 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{MKAWVW27FAUBHV33HQX4J44RY3}

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	2026-07-05T05:39:57.874951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62816adb5f282813d77b3c2fc4f391c6d4a58a1a409fd94a4636ebfba146c6b9

Aliases

arxiv: 2302.03800 · arxiv_version: 2302.03800v1 · doi: 10.48550/arxiv.2302.03800 · pith_short_12: MKAWVW27FAUB · pith_short_16: MKAWVW27FAUBHV33 · pith_short_8: MKAWVW27

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/MKAWVW27FAUBHV33HQX4J44RY3 \
  | 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: 62816adb5f282813d77b3c2fc4f391c6d4a58a1a409fd94a4636ebfba146c6b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "348fa7d5871c0fb0909fdd6097d4c1429da5054340ae10722d8db83606e05349",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-02-07T23:32:53Z",
    "title_canon_sha256": "d66ffa841ee2920ee24a3132a6124d4f50e979c9336574de583fd50f5ef66652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03800",
    "kind": "arxiv",
    "version": 1
  }
}