Pith Number

pith:WNQ6SQCR

pith:2024:WNQ6SQCRPKIHIGCNOJYS2C423P

not attested not anchored not stored refs pending

Continual Adversarial Reinforcement Learning (CARL) of False Data Injection detection: forgetting and explainability

Kejun Chen, Malik Hassanaly, Pooja Aslami, Timothy M. Hansen

arxiv:2411.10367 v1 · 2024-11-15 · 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{WNQ6SQCRPKIHIGCNOJYS2C423P}

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	2026-07-05T09:36:04.026302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b361e940517a9074184d72712d0b9adbc78c3caba28adc22506436ccfd952d68

Aliases

arxiv: 2411.10367 · arxiv_version: 2411.10367v1 · doi: 10.48550/arxiv.2411.10367 · pith_short_12: WNQ6SQCRPKIH · pith_short_16: WNQ6SQCRPKIHIGCN · pith_short_8: WNQ6SQCR

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/WNQ6SQCRPKIHIGCNOJYS2C423P \
  | 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: b361e940517a9074184d72712d0b9adbc78c3caba28adc22506436ccfd952d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61dfb954055db19ff99b39315d09ecdf41390eed69f9879506892b38ebae9ddb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-15T17:17:06Z",
    "title_canon_sha256": "8c7ee171e229af9dfc4f6f47e636867180cc12c83516dba2cb08b4cf41a7e2b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10367",
    "kind": "arxiv",
    "version": 1
  }
}