Pith Number

pith:ZTEFOZF7

pith:2024:ZTEFOZF7XFJNI44CQQQLDBAFAZ

not attested not anchored not stored refs pending

A Risk Sensitive Contract-unified Reinforcement Learning Approach for Option Hedging

Bo Xiao, Xiang Zhou, Xianhua Peng, Yi Wu

arxiv:2411.09659 v1 · 2024-11-14 · q-fin.RM · q-fin.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZTEFOZF7XFJNI44CQQQLDBAFAZ}

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

What Does Deep Hedging Actually Learn? Delta Corrections, Regime Fragility, and Symbolic Distillation

Receipt and verification

First computed	2026-07-05T09:35:30.461062Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccc85764bfb952d473828420b1840506683788188af25066ff393fce63bc4be5

Aliases

arxiv: 2411.09659 · arxiv_version: 2411.09659v1 · doi: 10.48550/arxiv.2411.09659 · pith_short_12: ZTEFOZF7XFJN · pith_short_16: ZTEFOZF7XFJNI44C · pith_short_8: ZTEFOZF7

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/ZTEFOZF7XFJNI44CQQQLDBAFAZ \
  | 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: ccc85764bfb952d473828420b1840506683788188af25066ff393fce63bc4be5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5df4bb451361820e00de450483ea4fe9f1229886b4b9b49d2ef652d704603d8d",
    "cross_cats_sorted": [
      "q-fin.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.RM",
    "submitted_at": "2024-11-14T18:29:39Z",
    "title_canon_sha256": "6496e396b64f2484e91e2ed20eebb922270c83277ff17649a9b3a108d07b42b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09659",
    "kind": "arxiv",
    "version": 1
  }
}