Pith Number

pith:RVU6U4EB

pith:2019:RVU6U4EBSM6KPJK4Y222ALPZAL

not attested not anchored not stored refs pending

Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information

Han Cui, Ilia Shumailov, Robert Mullins, Ross Anderson, Xitong Gao, Yiren Zhao

arxiv:1909.02918 v2 · 2019-09-06 · cs.LG · cs.CR · cs.CV · 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{RVU6U4EBSM6KPJK4Y222ALPZAL}

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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

Adversarial Attacks on Reinforcement Learning-based Medical Questionnaire Systems: Input-level Perturbation Strategies and Medical Constraint Validation

Receipt and verification

First computed	2026-07-05T00:21:14.761396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d69ea7081933ca7a55cc6b5a02df902f241319d8cf8b414ab2c5bcfd0178a3b

Aliases

arxiv: 1909.02918 · arxiv_version: 1909.02918v2 · doi: 10.48550/arxiv.1909.02918 · pith_short_12: RVU6U4EBSM6K · pith_short_16: RVU6U4EBSM6KPJK4 · pith_short_8: RVU6U4EB

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/RVU6U4EBSM6KPJK4Y222ALPZAL \
  | 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: 8d69ea7081933ca7a55cc6b5a02df902f241319d8cf8b414ab2c5bcfd0178a3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e637b3a30c05cc092b1c766a237f1ca8a03c4ba385d44b4ea25e24722019636e",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-06T14:06:21Z",
    "title_canon_sha256": "d661b8f24a47bb4557b381a46820d1b5299c17f7ba8370d16685e9f3f101a87e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.02918",
    "kind": "arxiv",
    "version": 2
  }
}