Pith Number

pith:C3ZE53JD

pith:2021:C3ZE53JDAO2KKLJKBGZE5AVYGD

not attested not anchored not stored refs pending

Adaptive Multi-Goal Exploration

Alessandro Lazaric, Jean Tarbouriech, Matteo Pirotta, Michal Valko, Omar Darwiche Domingues, Pierre M\'enard

arxiv:2111.12045 v2 · 2021-11-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C3ZE53JDAO2KKLJKBGZE5AVYGD}

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	2026-07-05T03:59:42.794117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16f24eed2303b4a52d2a09b24e82b830ebe732e9b953ba8eee61adb025502469

Aliases

arxiv: 2111.12045 · arxiv_version: 2111.12045v2 · doi: 10.48550/arxiv.2111.12045 · pith_short_12: C3ZE53JDAO2K · pith_short_16: C3ZE53JDAO2KKLJK · pith_short_8: C3ZE53JD

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/C3ZE53JDAO2KKLJKBGZE5AVYGD \
  | 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: 16f24eed2303b4a52d2a09b24e82b830ebe732e9b953ba8eee61adb025502469

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e76800a4cb844850215371dbbaa9df106d2e86ad24ca022e93e8f7de82b9be48",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-23T17:59:50Z",
    "title_canon_sha256": "19330ccb0db822dd1f532954b9e49820748371c8a319f138d3adf30726f83fe3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12045",
    "kind": "arxiv",
    "version": 2
  }
}