Pith Number

pith:OZ43IQZV

pith:2024:OZ43IQZVWU5OKHGVCAPVNPIVIC

not attested not anchored not stored refs pending

Practical Performative Policy Learning with Strategic Agents

Bo Li, Qianyi Chen, Ying Chen

arxiv:2412.01344 v3 · 2024-12-02 · cs.LG · cs.GT · stat.ME · 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{OZ43IQZVWU5OKHGVCAPVNPIVIC}

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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

Off-Policy Evaluation with Strategic Agents via Local Disclosure

Receipt and verification

First computed	2026-07-05T10:18:45.786894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7679b44335b53ae51cd5101f56bd154097fad848582bc81fbe9cf9b2746d04ae

Aliases

arxiv: 2412.01344 · arxiv_version: 2412.01344v3 · doi: 10.48550/arxiv.2412.01344 · pith_short_12: OZ43IQZVWU5O · pith_short_16: OZ43IQZVWU5OKHGV · pith_short_8: OZ43IQZV

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/OZ43IQZVWU5OKHGVCAPVNPIVIC \
  | 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: 7679b44335b53ae51cd5101f56bd154097fad848582bc81fbe9cf9b2746d04ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d4eb50d6ff59359a5fe4909f3de5429ceab40dc7566fb1d466a72aefc29c2ae",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-02T10:09:44Z",
    "title_canon_sha256": "6151236142bc5ad6e87a50fb3bb1dc135a2d71c2defe7f7cdaf61d27287bc364"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01344",
    "kind": "arxiv",
    "version": 3
  }
}