Pith Number

pith:WD36G5GQ

pith:2026:WD36G5GQQVEF4ATTUTZSP4Q7GS

not attested not anchored not stored refs pending

Agile Reinforcement Learning through Separable Neural Architecture and Applications

Rajib Mostakim, Reza T. Batley, Sourav Saha

arxiv:2601.23225 v2 · 2026-01-30 · 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{WD36G5GQQVEF4ATTUTZSP4Q7GS}

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	2026-06-30T01:17:33.370031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0f7e374d085485e0273a4f327f21f34a76d12cd86972b7a684290a025e36f0b

Aliases

arxiv: 2601.23225 · arxiv_version: 2601.23225v2 · doi: 10.48550/arxiv.2601.23225 · pith_short_12: WD36G5GQQVEF · pith_short_16: WD36G5GQQVEF4ATT · pith_short_8: WD36G5GQ

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/WD36G5GQQVEF4ATTUTZSP4Q7GS \
  | 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: b0f7e374d085485e0273a4f327f21f34a76d12cd86972b7a684290a025e36f0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4d9b9bf4289e2381055124277d2f9b64b5e28fc2b90d4a29b648d1fe7f5d26e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-30T17:47:36Z",
    "title_canon_sha256": "c5957caffc8c42973b98471023c4bc8aa52fd002067eda136178ef5e2045d762"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.23225",
    "kind": "arxiv",
    "version": 2
  }
}