Pith Number

pith:FY4BWK74

pith:2022:FY4BWK74XH4HV6U4B3OTVHIOTU

not attested not anchored not stored refs pending

Reinforcement Learning with Intrinsic Affinity for Personalized Prosperity Management

Charl Maree, Christian W. Omlin

arxiv:2204.09218 v2 · 2022-04-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FY4BWK74XH4HV6U4B3OTVHIOTU}

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	2026-07-05T04:57:46.094789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e381b2bfcb9f87afa9c0edd3a9d0e9d1f14349b7abfbcc9aa94b831cfd93544

Aliases

arxiv: 2204.09218 · arxiv_version: 2204.09218v2 · doi: 10.48550/arxiv.2204.09218 · pith_short_12: FY4BWK74XH4H · pith_short_16: FY4BWK74XH4HV6U4 · pith_short_8: FY4BWK74

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/FY4BWK74XH4HV6U4B3OTVHIOTU \
  | 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: 2e381b2bfcb9f87afa9c0edd3a9d0e9d1f14349b7abfbcc9aa94b831cfd93544

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7620ee70b4c746f307f37252dc0a7426ec6a4b75ecfcff8612e8dd8067e40f4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-20T04:33:32Z",
    "title_canon_sha256": "9ddbd67db088d342ddf7d4e524a242c43e03bcc395786c785142463147acdfc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.09218",
    "kind": "arxiv",
    "version": 2
  }
}