Pith Number

pith:7CKZJ5O5

pith:2025:7CKZJ5O5LLKA3JIIVN26CW6J6N

not attested not anchored not stored refs pending

Autonomous Air-Ground Vehicle Operations Optimization in Hazardous Environments: A Multi-Armed Bandit Approach

Jimin Choi, Max Z. Li

arxiv:2508.08217 v2 · 2025-08-11 · eess.SY · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7CKZJ5O5LLKA3JIIVN26CW6J6N}

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	2026-06-09T02:08:32.326929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f89594f5dd5ad40da508ab75e15bc9f36bbf593eb6e6177cde231c97ba7dd95b

Aliases

arxiv: 2508.08217 · arxiv_version: 2508.08217v2 · doi: 10.48550/arxiv.2508.08217 · pith_short_12: 7CKZJ5O5LLKA · pith_short_16: 7CKZJ5O5LLKA3JII · pith_short_8: 7CKZJ5O5

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/7CKZJ5O5LLKA3JIIVN26CW6J6N \
  | 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: f89594f5dd5ad40da508ab75e15bc9f36bbf593eb6e6177cde231c97ba7dd95b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "450aedd7c98ed98d111f670efd4814a8903f95ccbfafedb83aac37d3a7cd9264",
    "cross_cats_sorted": [
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-11T17:37:36Z",
    "title_canon_sha256": "a0c4d58cbe56e40d8082e7376bb19c904328b980f931934b627b0b3339a1ffc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08217",
    "kind": "arxiv",
    "version": 2
  }
}