Pith Number

pith:AE4GAFD4

pith:2021:AE4GAFD4FAECVTKES565NVWC32

not attested not anchored not stored refs pending

When should agents explore?

David Szepesvari, Diana Borsa, Georg Ostrovski, Miruna P\^islar, Tom Schaul

arxiv:2108.11811 v2 · 2021-08-26 · cs.LG · 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{AE4GAFD4FAECVTKES565NVWC32}

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.

Cited by

1 paper in Pith

Boundless Socratic Learning with Language Games

Receipt and verification

First computed	2026-07-05T04:01:56.600498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

013860147c28082acd44977dd6d6c2deba2f039e7f7352675cfc607ea45ae182

Aliases

arxiv: 2108.11811 · arxiv_version: 2108.11811v2 · doi: 10.48550/arxiv.2108.11811 · pith_short_12: AE4GAFD4FAEC · pith_short_16: AE4GAFD4FAECVTKE · pith_short_8: AE4GAFD4

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/AE4GAFD4FAECVTKES565NVWC32 \
  | 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: 013860147c28082acd44977dd6d6c2deba2f039e7f7352675cfc607ea45ae182

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aca5eb69960b4a375ef28f275810de51860999c651d669abf5682fc99cb0194a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-26T14:27:25Z",
    "title_canon_sha256": "35e6ea1a0d6e5bbeb43edc1a9b93a73325e94ebb56d48fc4beb8049f2a76278f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.11811",
    "kind": "arxiv",
    "version": 2
  }
}