Pith Number

pith:WX2YEC4I

pith:2022:WX2YEC4I463WSIJ764PMIZIFW7

not attested not anchored not stored refs pending

Sequential Information Design: Markov Persuasion Process and Its Efficient Reinforcement Learning

Haifeng Xu, Jibang Wu, Michael I. Jordan, Zhaoran Wang, Zhe Feng, Zhuoran Yang, Zixuan Zhang

arxiv:2202.10678 v1 · 2022-02-22 · cs.AI · cs.GT · cs.LG · econ.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WX2YEC4I463WSIJ764PMIZIFW7}

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

Learning to Persuade a Biased Receiver

Receipt and verification

First computed	2026-07-05T03:59:07.211269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5f5820b88e7b769213ff71ec46505b7f6f6cca0e6d3b2c9922c499499641ff1

Aliases

arxiv: 2202.10678 · arxiv_version: 2202.10678v1 · doi: 10.48550/arxiv.2202.10678 · pith_short_12: WX2YEC4I463W · pith_short_16: WX2YEC4I463WSIJ7 · pith_short_8: WX2YEC4I

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/WX2YEC4I463WSIJ764PMIZIFW7 \
  | 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: b5f5820b88e7b769213ff71ec46505b7f6f6cca0e6d3b2c9922c499499641ff1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c4db11a287b3e61a46906674cc50a01b0e76f9b400c42110489eb778c27b042",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG",
      "econ.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-02-22T05:41:43Z",
    "title_canon_sha256": "f713e830b40ac1f6702eb8f72a0f476a902280624131febebe5f50b6fc4f2ff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.10678",
    "kind": "arxiv",
    "version": 1
  }
}