Pith Number

pith:PVHUGGPR

pith:2017:PVHUGGPR4IGFHUSIRWQIVQ5YGG

not attested not anchored not stored refs pending

Multi-Armed Bandits with Metric Movement Costs

Roi Livni, Tomer Koren, Yishay Mansour

arxiv:1710.08997 v1 · 2017-10-24 · 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{PVHUGGPR4IGFHUSIRWQIVQ5YGG}

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	2026-05-18T00:32:00.608348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d4f4319f1e20c53d2488da08ac3b8319cfffde460e52128b1a29407feca354f

Aliases

arxiv: 1710.08997 · arxiv_version: 1710.08997v1 · doi: 10.48550/arxiv.1710.08997 · pith_short_12: PVHUGGPR4IGF · pith_short_16: PVHUGGPR4IGFHUSI · pith_short_8: PVHUGGPR

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/PVHUGGPR4IGFHUSIRWQIVQ5YGG \
  | 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: 7d4f4319f1e20c53d2488da08ac3b8319cfffde460e52128b1a29407feca354f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "471fbe849de57ac3661b33c49dab73d86f8b5659347a74d5545ff6a17e35c875",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-10-24T21:34:31Z",
    "title_canon_sha256": "fab28b0dc8eaa6e18ef1fde902d5148e67d200c745fb6bdfe4a5bbbbbf1d4e9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.08997",
    "kind": "arxiv",
    "version": 1
  }
}