Pith Number

pith:AY2IIVO6

pith:2020:AY2IIVO6VTT7624542I3U6ZQ56

not attested not anchored not stored refs pending

Dual-Mandate Patrols: Multi-Armed Bandits for Green Security

Andrew Perrault, Elizabeth Bondi, Fei Fang, Kai Wang, Lily Xu, Milind Tambe

arxiv:2009.06560 v3 · 2020-09-14 · cs.LG · 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{AY2IIVO6VTT7624542I3U6ZQ56}

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	2026-07-05T08:12:23.971420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06348455deace7ff6b9de691ba7b30efbe6064365e60a0e9bec85dc10afecd3a

Aliases

arxiv: 2009.06560 · arxiv_version: 2009.06560v3 · doi: 10.48550/arxiv.2009.06560 · pith_short_12: AY2IIVO6VTT7 · pith_short_16: AY2IIVO6VTT76245 · pith_short_8: AY2IIVO6

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/AY2IIVO6VTT7624542I3U6ZQ56 \
  | 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: 06348455deace7ff6b9de691ba7b30efbe6064365e60a0e9bec85dc10afecd3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "141ed10ef65df5dfc18c62ea83fc55176e15c4af8d16fd557322189845ef104d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-14T16:40:44Z",
    "title_canon_sha256": "ef6cee37279b858c08e0e1f90af3e1dba0222409773ed3a5b9d59ca00440ee00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.06560",
    "kind": "arxiv",
    "version": 3
  }
}