Pith Number

pith:NAVML37R

pith:2018:NAVML37R3PXD73RY7JLHT3PQHX

not attested not anchored not stored refs pending

Multi-agent Deep Reinforcement Learning for Zero Energy Communities

Amit Prasad, Ivana Dusparic

arxiv:1810.03679 v2 · 2018-10-08 · cs.LG · cs.AI · cs.MA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NAVML37R3PXD73RY7JLHT3PQHX}

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	2026-05-17T23:42:08.604112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

682ac5eff1dbee3fee38fa5679edf03dff807552d14ab5285b3f4a1c1dd6dcda

Aliases

arxiv: 1810.03679 · arxiv_version: 1810.03679v2 · doi: 10.48550/arxiv.1810.03679 · pith_short_12: NAVML37R3PXD · pith_short_16: NAVML37R3PXD73RY · pith_short_8: NAVML37R

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/NAVML37R3PXD73RY7JLHT3PQHX \
  | 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: 682ac5eff1dbee3fee38fa5679edf03dff807552d14ab5285b3f4a1c1dd6dcda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fcd64a83f0c2d23bda06666f0eeef65bd102139a2ed40a0f0382c0bb7eb7411",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-08T19:58:46Z",
    "title_canon_sha256": "d7c5bf264943bf58af6b6df75289dce62b82c860a516702774737689d95c4a60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.03679",
    "kind": "arxiv",
    "version": 2
  }
}