Pith Number

pith:THVR3NSU

pith:2023:THVR3NSU43AHGUILRETTFPSTWG

not attested not anchored not stored refs pending

Bandit Social Learning: Exploration under Myopic Behavior

Aleksandrs Slivkins, Kiarash Banihashem, MohammadTaghi Hajiaghayi, Suho Shin

arxiv:2302.07425 v5 · 2023-02-15 · cs.GT · cs.DS · 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{THVR3NSU43AHGUILRETTFPSTWG}

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	2026-07-05T10:46:52.205678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99eb1db654e6c073510b892732be53b199c81d9d000b20e0208aed83e73860d6

Aliases

arxiv: 2302.07425 · arxiv_version: 2302.07425v5 · doi: 10.48550/arxiv.2302.07425 · pith_short_12: THVR3NSU43AH · pith_short_16: THVR3NSU43AHGUIL · pith_short_8: THVR3NSU

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/THVR3NSU43AHGUILRETTFPSTWG \
  | 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: 99eb1db654e6c073510b892732be53b199c81d9d000b20e0208aed83e73860d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "613acef9f626b5eacc804ef51ccf3fc6fb0e17b80f8a2c921276c7aa3ffbf169",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-02-15T01:57:57Z",
    "title_canon_sha256": "3b19395877f3108907f0093f2b7f6ea5e494201ab5dcc186dc122d18db3a725c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07425",
    "kind": "arxiv",
    "version": 5
  }
}