Pith Number

pith:LSW24GPX

pith:2026:LSW24GPXPUECKGY6CJB7FDXB5Q

not attested not anchored not stored refs pending

Scaling up Energy-Aware Multi-Agent Reinforcement Learning for Mission-Oriented Drone Networks with Individual Reward

Changling Li, Ying Li

arxiv:2605.24992 v1 · 2026-05-24 · cs.NI · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LSW24GPXPUECKGY6CJB7FDXB5Q}

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	2026-05-26T01:04:09.667834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cadae19f77d08251b1e1243f28ee1ec3f8bab5ce04fc30e63756cc0785a6fa3

Aliases

arxiv: 2605.24992 · arxiv_version: 2605.24992v1 · doi: 10.48550/arxiv.2605.24992 · pith_short_12: LSW24GPXPUEC · pith_short_16: LSW24GPXPUECKGY6 · pith_short_8: LSW24GPX

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/LSW24GPXPUECKGY6CJB7FDXB5Q \
  | 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: 5cadae19f77d08251b1e1243f28ee1ec3f8bab5ce04fc30e63756cc0785a6fa3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c4b6f3fa483e9a827b040dcb0b6a062f16b8c8054d5e79a041699c5fdb9fa04",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2026-05-24T10:41:33Z",
    "title_canon_sha256": "4b8114784cae4e9a4a14de55973422206e826d4a96d931bbcb46219fded49adf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24992",
    "kind": "arxiv",
    "version": 1
  }
}