Pith Number

pith:OFFSHZYK

pith:2018:OFFSHZYK7UHUMSZXBM3BLYADTY

not attested not anchored not stored refs pending

Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks

Abhishek Gupta, Zhaoyuan Yang

arxiv:1809.06784 v1 · 2018-09-15 · cs.LG · cs.CR · math.OC · 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{OFFSHZYK7UHUMSZXBM3BLYADTY}

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	2026-05-18T00:05:24.709593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

714b23e70afd0f464b370b3615e0039e1bcb180e2e831f6f9e9e6e5758dc0959

Aliases

arxiv: 1809.06784 · arxiv_version: 1809.06784v1 · doi: 10.48550/arxiv.1809.06784 · pith_short_12: OFFSHZYK7UHU · pith_short_16: OFFSHZYK7UHUMSZX · pith_short_8: OFFSHZYK

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/OFFSHZYK7UHUMSZXBM3BLYADTY \
  | 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: 714b23e70afd0f464b370b3615e0039e1bcb180e2e831f6f9e9e6e5758dc0959

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d660c7a358796822107789068a590d9d9b2f5e1b44aa758e6dbd25ff92770eaa",
    "cross_cats_sorted": [
      "cs.CR",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-15T12:28:02Z",
    "title_canon_sha256": "31c2f4351d0444074382706125ad7acb5d952d2aecee195230adcfdeb6f0ac5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.06784",
    "kind": "arxiv",
    "version": 1
  }
}