Pith Number

pith:SIZC2JY7

pith:2023:SIZC2JY7PQPOAAYNXLDHZVDW45

not attested not anchored not stored refs pending

Learning Optimal Contracts: How to Exploit Small Action Spaces

Alberto Marchesi, Francesco Bacchiocchi, Matteo Castiglioni, Nicola Gatti

arxiv:2309.09801 v4 · 2023-09-18 · 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{SIZC2JY7PQPOAAYNXLDHZVDW45}

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

Algorithmic Fair Contracts

Receipt and verification

First computed	2026-07-05T08:28:33.867185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92322d271f7c1ee0030dbac67cd476e76b9b1bb0c02470c2f757f076ab3dc77f

Aliases

arxiv: 2309.09801 · arxiv_version: 2309.09801v4 · doi: 10.48550/arxiv.2309.09801 · pith_short_12: SIZC2JY7PQPO · pith_short_16: SIZC2JY7PQPOAAYN · pith_short_8: SIZC2JY7

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/SIZC2JY7PQPOAAYNXLDHZVDW45 \
  | 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: 92322d271f7c1ee0030dbac67cd476e76b9b1bb0c02470c2f757f076ab3dc77f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "489f6615731f7af88640ee69d67d233c9b5faf046972ff08771733818bf313ab",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-09-18T14:18:35Z",
    "title_canon_sha256": "fb1f80c9adf9a081b0fe3d41d73525592e5259820bae7970717ac05bb5ba7914"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09801",
    "kind": "arxiv",
    "version": 4
  }
}