Pith Number

pith:SYM3L23K

pith:2019:SYM3L23KOPUNJPYPCO3YHP6P46

not attested not anchored not stored refs pending

The Assistive Multi-Armed Bandit

Anca Dragan, Dylan Hadfield-Menell, Lawrence Chan, Siddhartha Srinivasa

arxiv:1901.08654 v1 · 2019-01-24 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SYM3L23KOPUNJPYPCO3YHP6P46}

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	2026-05-17T23:55:33.482462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9619b5eb6a73e8d4bf0f13b783bfcfe78a7471d98e64dda616f47405e1ecd18f

Aliases

arxiv: 1901.08654 · arxiv_version: 1901.08654v1 · doi: 10.48550/arxiv.1901.08654 · pith_short_12: SYM3L23KOPUN · pith_short_16: SYM3L23KOPUNJPYP · pith_short_8: SYM3L23K

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/SYM3L23KOPUNJPYPCO3YHP6P46 \
  | 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: 9619b5eb6a73e8d4bf0f13b783bfcfe78a7471d98e64dda616f47405e1ecd18f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1373a50e49845b55de47510ac5cf2b4ae97df3b7ffa3dec9cc462c80c75710c2",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-24T21:52:01Z",
    "title_canon_sha256": "92832c9030df8aeb2d354cb55756377ff0617bab465ebc313efe00a87e39494f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08654",
    "kind": "arxiv",
    "version": 1
  }
}