Pith Number

pith:CEFM7UZT

pith:2023:CEFM7UZTUTB7LEERMA3ONH7XDL

not attested not anchored not stored refs pending

Safe Multi-agent Learning via Trapping Regions

Aleksander Czechowski, Frans A. Oliehoek

arxiv:2302.13844 v2 · 2023-02-27 · cs.AI · 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{CEFM7UZTUTB7LEERMA3ONH7XDL}

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	2026-07-05T06:10:52.054864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

110acfd333a4c3f590916036e69ff71acda228768290bddffd570efcc3f74d5d

Aliases

arxiv: 2302.13844 · arxiv_version: 2302.13844v2 · doi: 10.48550/arxiv.2302.13844 · pith_short_12: CEFM7UZTUTB7 · pith_short_16: CEFM7UZTUTB7LEER · pith_short_8: CEFM7UZT

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/CEFM7UZTUTB7LEERMA3ONH7XDL \
  | 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: 110acfd333a4c3f590916036e69ff71acda228768290bddffd570efcc3f74d5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af8337f836e9a5c9493104502aab62a479e355e793a2d0f4cc8739f6871e2161",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-02-27T14:47:52Z",
    "title_canon_sha256": "68d0b694fe6e68b004aaa7951046a029bc5dcd2729dbbee9ba40270eb8ad161b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.13844",
    "kind": "arxiv",
    "version": 2
  }
}