Pith Number

pith:WOCHUYVY

pith:2024:WOCHUYVYBGWY4VCJWZ45IT7W23

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode

Cheng Zhang, Jinyang Jiang, Qinghao Wang, Tao Ren, Xiaotian Liu, Yijie Peng, Yi Zheng, Yufu Du

arxiv:2403.00318 v1 · 2024-03-01 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WOCHUYVYBGWY4VCJWZ45IT7W23}

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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	2026-07-05T07:51:02.346225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3847a62b809ad8e5449b679d44ff6d6fc490fb893098959c8cb404745211875

Aliases

arxiv: 2403.00318 · arxiv_version: 2403.00318v1 · doi: 10.48550/arxiv.2403.00318 · pith_short_12: WOCHUYVYBGWY · pith_short_16: WOCHUYVYBGWY4VCJ · pith_short_8: WOCHUYVY

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/WOCHUYVYBGWY4VCJWZ45IT7W23 \
  | 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: b3847a62b809ad8e5449b679d44ff6d6fc490fb893098959c8cb404745211875

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a3d551c2fbcbee86f4fd0f6a196fb2e8aeaa3934fc0ca322850ca6f6a4bfa00",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-01T06:40:02Z",
    "title_canon_sha256": "48cea2262a7254058d4593f74b96cf823242750e9d5345773d4fb8265f1524ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00318",
    "kind": "arxiv",
    "version": 1
  }
}