Pith Number

pith:2LH65MPG

pith:2020:2LH65MPG23AJTG4BADOK53TQPI

not attested not anchored not stored refs pending

Multi-agent active perception with prediction rewards

Frans A. Oliehoek, Mikko Lauri

arxiv:2010.11835 v1 · 2020-10-22 · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2LH65MPG23AJTG4BADOK53TQPI}

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	2026-07-05T01:45:22.621571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2cfeeb1e6d6c0999b8100dcaeee707a237a0416bc0d90cc763ef7f30c6d9527

Aliases

arxiv: 2010.11835 · arxiv_version: 2010.11835v1 · doi: 10.48550/arxiv.2010.11835 · pith_short_12: 2LH65MPG23AJ · pith_short_16: 2LH65MPG23AJTG4B · pith_short_8: 2LH65MPG

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/2LH65MPG23AJTG4BADOK53TQPI \
  | 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: d2cfeeb1e6d6c0999b8100dcaeee707a237a0416bc0d90cc763ef7f30c6d9527

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcbf78411394e5b34cc5e5d678e381aa3f91dd13959cd042a56cf7f79dc786d7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-10-22T16:10:15Z",
    "title_canon_sha256": "7b5aa727f987ca6cad8baeb0344858df3a37445f78766acecd2d15411b4b9d28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.11835",
    "kind": "arxiv",
    "version": 1
  }
}