Pith Number

pith:KCK2SMJY

pith:2020:KCK2SMJYBDTXFIWYLSJKH4M24U

not attested not anchored not stored refs pending

Reinforcement Learning in Economics and Finance

Arthur Charpentier, Carl Remlinger, Romuald Elie

arxiv:2003.10014 v1 · 2020-03-22 · econ.TH · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KCK2SMJYBDTXFIWYLSJKH4M24U}

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

Parameter-Efficient Distributional RL via Normalizing Flows and a Geometry-Aware Cram\'er Surrogate

Receipt and verification

First computed	2026-07-05T00:49:48.973606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5095a9313808e772a2d85c92a3f19ae5344e96b9bd5f5859ecd74b2bee96f154

Aliases

arxiv: 2003.10014 · arxiv_version: 2003.10014v1 · doi: 10.48550/arxiv.2003.10014 · pith_short_12: KCK2SMJYBDTX · pith_short_16: KCK2SMJYBDTXFIWY · pith_short_8: KCK2SMJY

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/KCK2SMJYBDTXFIWYLSJKH4M24U \
  | 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: 5095a9313808e772a2d85c92a3f19ae5344e96b9bd5f5859ecd74b2bee96f154

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9e7d9f00384d4f1271d9c6061ef4a457d377735f6e45221c0521b9763427198",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.TH",
    "submitted_at": "2020-03-22T22:31:35Z",
    "title_canon_sha256": "70b693e362a87565379c1c95f69160f308dc65ea8c0095e966285760f598fffd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.10014",
    "kind": "arxiv",
    "version": 1
  }
}