Pith Number

pith:7BYQSF6C

pith:2017:7BYQSF6CDZ4XP7N37MRTELWYIV

not attested not anchored not stored refs pending

Whatever Does Not Kill Deep Reinforcement Learning, Makes It Stronger

Arslan Munir, Vahid Behzadan

arxiv:1712.09344 v1 · 2017-12-23 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7BYQSF6CDZ4XP7N37MRTELWYIV}

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.

Cited by

1 paper in Pith

Learning to Cope with Adversarial Attacks

Receipt and verification

First computed	2026-05-18T00:27:08.714182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8710917c21e7977fdbbfb23322ed84544e73ddecca8378d995070f7c89ee9eb

Aliases

arxiv: 1712.09344 · arxiv_version: 1712.09344v1 · doi: 10.48550/arxiv.1712.09344 · pith_short_12: 7BYQSF6CDZ4X · pith_short_16: 7BYQSF6CDZ4XP7N3 · pith_short_8: 7BYQSF6C

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/7BYQSF6CDZ4XP7N37MRTELWYIV \
  | 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: f8710917c21e7977fdbbfb23322ed84544e73ddecca8378d995070f7c89ee9eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7b9b4b945383471120f1d154b0defcf9cb956955c99a2bfc0e52b556141ad52",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-12-23T23:57:55Z",
    "title_canon_sha256": "83d42e82814a75e5ddcc1261aada02702a9b3be9d1e61e6c2b8a13aeebd15dae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.09344",
    "kind": "arxiv",
    "version": 1
  }
}