Pith Number

pith:3GACDHCM

pith:2023:3GACDHCM3MRPQFDWFNMWP4AMER

not attested not anchored not stored refs pending

Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments

Aidan Fennelly, Alexander Tapley, Dhanuj Gandikota, Marissa Dotter, Michael Doyle, Michael Threet, Savanna Smith, Tim Welsh

arxiv:2311.15925 v1 · 2023-11-27 · cs.LG · cs.AI · cs.MA · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3GACDHCM3MRPQFDWFNMWP4AMER}

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	2026-07-05T07:17:11.239396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d980219c4cdb22f814762b5967f00c244fe7477ef4e2007202131314de308788

Aliases

arxiv: 2311.15925 · arxiv_version: 2311.15925v1 · doi: 10.48550/arxiv.2311.15925 · pith_short_12: 3GACDHCM3MRP · pith_short_16: 3GACDHCM3MRPQFDW · pith_short_8: 3GACDHCM

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/3GACDHCM3MRPQFDWFNMWP4AMER \
  | 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: d980219c4cdb22f814762b5967f00c244fe7477ef4e2007202131314de308788

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7cbd63af18d42a5bb3f2179894e886dc2942b12426dce6133706afb9706eaa4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-27T15:37:05Z",
    "title_canon_sha256": "113e6c19b960d6ddfe217db7351a5921a5901c1f1f3417e15dda6b87c32fb0c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15925",
    "kind": "arxiv",
    "version": 1
  }
}