Pith Number

pith:XC643BAU

pith:2025:XC643BAUTPUAQLJMXRNFAYIUK6

not attested not anchored not stored refs pending

Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning

Jaebak Hwang, Seungyul Han, Sunwoo Lee, Yonghyeon Jo

arxiv:2502.02844 v3 · 2025-02-05 · cs.LG · cs.AI · cs.CR · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XC643BAUTPUAQLJMXRNFAYIUK6}

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

Interaction-Breaking Adversarial Learning Framework for Robust Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-05-21T01:04:12.750953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8bdcd84149be8082d2cbc5a50611457976aa4b8c6124e57600facd61880a7ff

Aliases

arxiv: 2502.02844 · arxiv_version: 2502.02844v3 · doi: 10.48550/arxiv.2502.02844 · pith_short_12: XC643BAUTPUA · pith_short_16: XC643BAUTPUAQLJM · pith_short_8: XC643BAU

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/XC643BAUTPUAQLJMXRNFAYIUK6 \
  | 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: b8bdcd84149be8082d2cbc5a50611457976aa4b8c6124e57600facd61880a7ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c050a28faa46fdeb2566f789ec1ddd6dec758fa379061c03e4c83db8fd20152",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T02:59:23Z",
    "title_canon_sha256": "38a9d8f1c3db2cc7640c08a6f7166587a608dfa70bfee581d9b84c8c0ad126a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02844",
    "kind": "arxiv",
    "version": 3
  }
}