Pith Number

pith:3CBVTBN6

pith:2023:3CBVTBN6QA73PMB7Z4D6JCUKKY

not attested not anchored not stored refs pending

Mastering Pair Trading with Risk-Aware Recurrent Reinforcement Learning

Boyi Zhang, Jimin Huang, Min Peng, Qianqian Xie, Weiguang Han, Yanzhao Lai

arxiv:2304.00364 v1 · 2023-04-01 · q-fin.CP · 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{3CBVTBN6QA73PMB7Z4D6JCUKKY}

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	2026-07-05T05:57:01.675036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8835985be803fb7b03fcf07e48a8a563a4d7992398c277bf4f10ea17927380d

Aliases

arxiv: 2304.00364 · arxiv_version: 2304.00364v1 · doi: 10.48550/arxiv.2304.00364 · pith_short_12: 3CBVTBN6QA73 · pith_short_16: 3CBVTBN6QA73PMB7 · pith_short_8: 3CBVTBN6

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/3CBVTBN6QA73PMB7Z4D6JCUKKY \
  | 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: d8835985be803fb7b03fcf07e48a8a563a4d7992398c277bf4f10ea17927380d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d49e50feba7b8d0299314b4c0749d5825eae2b4ecca6d230a21dae9b5b05236c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2023-04-01T18:12:37Z",
    "title_canon_sha256": "71a8dc0c35c21cd025adbfcccc61098861e90b5261c1763646bee1815091895d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00364",
    "kind": "arxiv",
    "version": 1
  }
}