Pith Number

pith:IDQVSIU6

pith:2024:IDQVSIU6PNP4UTHNI6ZCEWQC6A

not attested not anchored not stored refs pending

Provably Efficient Action-Manipulation Attack Against Continuous Reinforcement Learning

Di Wang, Pan Zhou, Xiyuan Yang, Zhi Luo

arxiv:2411.13116 v1 · 2024-11-20 · cs.LG · 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{IDQVSIU6PNP4UTHNI6ZCEWQC6A}

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	2026-07-05T09:38:05.347890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40e159229e7b5fca4ced47b2225a02f0387841b6ac92013db7506e9aeef8c027

Aliases

arxiv: 2411.13116 · arxiv_version: 2411.13116v1 · doi: 10.48550/arxiv.2411.13116 · pith_short_12: IDQVSIU6PNP4 · pith_short_16: IDQVSIU6PNP4UTHN · pith_short_8: IDQVSIU6

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/IDQVSIU6PNP4UTHNI6ZCEWQC6A \
  | 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: 40e159229e7b5fca4ced47b2225a02f0387841b6ac92013db7506e9aeef8c027

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f927768e207e54236ad2aae3f6847077f2aabd159ee0e06635be88937fceb193",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T08:20:29Z",
    "title_canon_sha256": "43e552ddb8561d77b46bf588c50d6158c4d86c64b4dd76f258334409e3ee0980"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13116",
    "kind": "arxiv",
    "version": 1
  }
}