Pith Number

pith:VRH2JH5D

pith:2023:VRH2JH5DJQVC2MRL4FEXYZTAHC

not attested not anchored not stored refs pending

Replication-proof Bandit Mechanism Design with Bayesian Agents

MohammadTaghi Hajiaghayi, Seyed A. Esmaeili, Suho Shin

arxiv:2312.16896 v2 · 2023-12-28 · cs.GT · cs.AI · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VRH2JH5DJQVC2MRL4FEXYZTAHC}

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.

Cited by

1 paper in Pith

COBRA: Contextual Bandit Algorithm for Ensuring Truthful Strategic Agents

Receipt and verification

First computed	2026-07-05T10:08:13.474179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac4fa49fa34c2a2d322be1497c666038aeb27e1bfda5501bcefc829a288155ff

Aliases

arxiv: 2312.16896 · arxiv_version: 2312.16896v2 · doi: 10.48550/arxiv.2312.16896 · pith_short_12: VRH2JH5DJQVC · pith_short_16: VRH2JH5DJQVC2MRL · pith_short_8: VRH2JH5D

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/VRH2JH5DJQVC2MRL4FEXYZTAHC \
  | 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: ac4fa49fa34c2a2d322be1497c666038aeb27e1bfda5501bcefc829a288155ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3efac24c66eabdeec37200a815619e03f3ddaf252146856cd224ffaf3fb8c57c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-12-28T08:36:35Z",
    "title_canon_sha256": "c2578764c4c95356d71b175da109e75fb11ab5e86c363b377673a591166bb7b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16896",
    "kind": "arxiv",
    "version": 2
  }
}