Pith Number

pith:ZIPY3M2Z

pith:2024:ZIPY3M2ZUSUWB24BAZM65REQV6

not attested not anchored not stored refs pending

Reinforcement Learning applied to Insurance Portfolio Pursuit

Alistair Rogers, Edward James Young, Elliott Tong, James Jordon

arxiv:2408.00713 v2 · 2024-08-01 · cs.LG · math.OC · 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{ZIPY3M2ZUSUWB24BAZM65REQV6}

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.

Receipt and verification

First computed	2026-07-05T08:51:21.438079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca1f8db359a4a960eb810659eec490afbfb13764abba091f7ab6246e387ae504

Aliases

arxiv: 2408.00713 · arxiv_version: 2408.00713v2 · doi: 10.48550/arxiv.2408.00713 · pith_short_12: ZIPY3M2ZUSUW · pith_short_16: ZIPY3M2ZUSUWB24B · pith_short_8: ZIPY3M2Z

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/ZIPY3M2ZUSUWB24BAZM65REQV6 \
  | 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: ca1f8db359a4a960eb810659eec490afbfb13764abba091f7ab6246e387ae504

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a856c4762ad02f94442bbfb76212e726a1eb9e766ca789c822a38b93e109279",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-01T16:58:54Z",
    "title_canon_sha256": "dd461c2008b91cb61cc521cd1595b3168880ecadebec87a9935614c0bdf54a55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.00713",
    "kind": "arxiv",
    "version": 2
  }
}