Pith Number

pith:MV2KCLBP

pith:2025:MV2KCLBPYMRGJPXTYY52DHMVEQ

not attested not anchored not stored refs pending

Situational-Constrained Sequential Resources Allocation via Reinforcement Learning

Jiamou Liu, Kaiqi Zhao, Libo Zhang, Toru Takisaka, Weidong Li, Yang Chen

arxiv:2506.14125 v1 · 2025-06-17 · 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{MV2KCLBPYMRGJPXTYY52DHMVEQ}

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	2026-07-05T11:22:49.555658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6574a12c2fc32264bef3c63ba19d95241e0655439ddeb81febc082ccb7183e9b

Aliases

arxiv: 2506.14125 · arxiv_version: 2506.14125v1 · doi: 10.48550/arxiv.2506.14125 · pith_short_12: MV2KCLBPYMRG · pith_short_16: MV2KCLBPYMRGJPXT · pith_short_8: MV2KCLBP

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/MV2KCLBPYMRGJPXTYY52DHMVEQ \
  | 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: 6574a12c2fc32264bef3c63ba19d95241e0655439ddeb81febc082ccb7183e9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1d5b26a65d42148dd6034fde04908bd2e60f7aa5a767703683fceab33bbcc05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-17T02:40:49Z",
    "title_canon_sha256": "7dc522856f75f9c2190104bdbdefcfea0b618d4d92364385aef3b32e3c7a1d43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14125",
    "kind": "arxiv",
    "version": 1
  }
}