Pith Number

pith:PBKBTRIY

pith:2020:PBKBTRIYFAY7BH33MJZUBNHJIE

not attested not anchored not stored refs pending

Latent Bandits Revisited

Amr Ahmed, Branislav Kveton, Craig Boutilier, Joey Hong, Manzil Zaheer, Yinlam Chow

arxiv:2006.08714 v1 · 2020-06-15 · 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{PBKBTRIYFAY7BH33MJZUBNHJIE}

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	2026-07-05T01:10:42.458701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

785419c5182831f09f7b627340b4e9411faeeafa409290cf47f85ab2c4b31083

Aliases

arxiv: 2006.08714 · arxiv_version: 2006.08714v1 · doi: 10.48550/arxiv.2006.08714 · pith_short_12: PBKBTRIYFAY7 · pith_short_16: PBKBTRIYFAY7BH33 · pith_short_8: PBKBTRIY

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/PBKBTRIYFAY7BH33MJZUBNHJIE \
  | 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: 785419c5182831f09f7b627340b4e9411faeeafa409290cf47f85ab2c4b31083

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ea01c050ee3df122421fa61d2cd2d4a4b6a6ad8ef26440b045599f84cbdf0cc",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-15T19:24:02Z",
    "title_canon_sha256": "dcae7a7673b190683e36d2c05250d0603e30cde594b1d5ddc943c4f42da5d4fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.08714",
    "kind": "arxiv",
    "version": 1
  }
}