Pith Number

pith:B3BI5OYB

pith:2023:B3BI5OYBGBBOLVYN7NZSII3Z4A

not attested not anchored not stored refs pending

Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System

Biao Luo, Bing-Chuan Wang, Tingwen Huang, XiaoDong Liu, Xiaodong Xu, Zheng Xiong

arxiv:2308.15394 v1 · 2023-08-29 · cs.AI · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B3BI5OYBGBBOLVYN7NZSII3Z4A}

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	2026-07-05T06:45:53.806713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ec28ebb013042e5d70dfb73242379e0340cb4ae70c2bfc29d67aee806ccef60

Aliases

arxiv: 2308.15394 · arxiv_version: 2308.15394v1 · doi: 10.48550/arxiv.2308.15394 · pith_short_12: B3BI5OYBGBBO · pith_short_16: B3BI5OYBGBBOLVYN · pith_short_8: B3BI5OYB

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/B3BI5OYBGBBOLVYN7NZSII3Z4A \
  | 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: 0ec28ebb013042e5d70dfb73242379e0340cb4ae70c2bfc29d67aee806ccef60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "687c2506249ea64e7b392cd248a826dc9c9e17678377dbc00853cd50ba1fd976",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-29T15:48:49Z",
    "title_canon_sha256": "7c7a92878097ec5fe355121168db6eb11f336e2789cc9546505251f35d4e6481"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15394",
    "kind": "arxiv",
    "version": 1
  }
}