Pith Number

pith:RESBRZIK

pith:2024:RESBRZIKNQECHMGCYYFLAHQSTN

not attested not anchored not stored refs pending

Incentivized Learning in Principal-Agent Bandit Games

Alain Durmus, Antoine Scheid, Aymeric Capitaine, Daniil Tiapkin, El Mahdi El Mhamdi, Eric Moulines, Etienne Boursier, Michael I. Jordan

arxiv:2403.03811 v1 · 2024-03-06 · stat.ML · cs.GT · 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{RESBRZIKNQECHMGCYYFLAHQSTN}

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	2026-07-05T07:53:01.752590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

892418e50a6c0823b0c2c60ab01e129b6b3edf87821bb8484150f3e50475620c

Aliases

arxiv: 2403.03811 · arxiv_version: 2403.03811v1 · doi: 10.48550/arxiv.2403.03811 · pith_short_12: RESBRZIKNQEC · pith_short_16: RESBRZIKNQECHMGC · pith_short_8: RESBRZIK

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/RESBRZIKNQECHMGCYYFLAHQSTN \
  | 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: 892418e50a6c0823b0c2c60ab01e129b6b3edf87821bb8484150f3e50475620c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e88f54364b5144ccc2f9d821c144735d7e8423f45f7bcf072f96ff011cafda6",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-03-06T16:00:46Z",
    "title_canon_sha256": "6bc4a2ea3fa16b3127c0ba023395b735a1188b4b758373a826a5b386baddb1b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03811",
    "kind": "arxiv",
    "version": 1
  }
}