Pith Number

pith:7ZPYZZID

pith:2024:7ZPYZZID4DPQTJNI66UC2K6VKE

not attested not anchored not stored refs pending

Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control

Gen Li, Jiashuo Jiang, Jun Zhang, Shibo Chen, Xinran Li, Zifan Liu

arxiv:2406.18351 v2 · 2024-06-26 · 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{7ZPYZZID4DPQTJNI66UC2K6VKE}

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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.

Cited by

1 paper in Pith

A Study of Data-driven Methods for Inventory Optimization

Receipt and verification

First computed	2026-07-05T10:15:17.878579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe5f8ce503e0df09a5a8f7a82d2bd55138ffe07a591ab1504fefe0619e5703d1

Aliases

arxiv: 2406.18351 · arxiv_version: 2406.18351v2 · doi: 10.48550/arxiv.2406.18351 · pith_short_12: 7ZPYZZID4DPQ · pith_short_16: 7ZPYZZID4DPQTJNI · pith_short_8: 7ZPYZZID

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/7ZPYZZID4DPQTJNI66UC2K6VKE \
  | 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: fe5f8ce503e0df09a5a8f7a82d2bd55138ffe07a591ab1504fefe0619e5703d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "886cbfbb549bde4d7f5050d98582616e1c1c24065d531d1018e9efa99aff9717",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-26T13:52:47Z",
    "title_canon_sha256": "5ff84696f7ee40b6dda9564c2cfb62ed8f6bd0139eb37ece6d7060c91213630b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18351",
    "kind": "arxiv",
    "version": 2
  }
}