Pith Number

pith:HJVVGHPK

pith:2019:HJVVGHPKZIBRSR75DJ6I5YZ7MV

not attested not anchored not stored refs pending

Optimal Attacks on Reinforcement Learning Policies

Alessio Russo, Alexandre Proutiere

arxiv:1907.13548 v1 · 2019-07-31 · cs.LG · cs.CR · 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{HJVVGHPKZIBRSR75DJ6I5YZ7MV}

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

Efficient Preference Poisoning Attack on Offline RLHF

Receipt and verification

First computed	2026-07-04T23:50:56.337988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a6b531deaca031947fd1a7c8ee33f65686e5599ca5b7fb4703b9624645366f6

Aliases

arxiv: 1907.13548 · arxiv_version: 1907.13548v1 · doi: 10.48550/arxiv.1907.13548 · pith_short_12: HJVVGHPKZIBR · pith_short_16: HJVVGHPKZIBRSR75 · pith_short_8: HJVVGHPK

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/HJVVGHPKZIBRSR75DJ6I5YZ7MV \
  | 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: 3a6b531deaca031947fd1a7c8ee33f65686e5599ca5b7fb4703b9624645366f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb8b0a14ed0a771ed97c7e137bdc121bbe17920aa8bd2286f8f4f120a4c8fd2b",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-31T15:16:00Z",
    "title_canon_sha256": "b8e7f24029ee150558d0124cc17218a64b9791870101c743620eb9dfea7116f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.13548",
    "kind": "arxiv",
    "version": 1
  }
}