Pith Number

pith:K7J65GQM

pith:2025:K7J65GQMJZDG6DI6CMNNGR5EMA

not attested not anchored not stored refs pending

Generalized Linear Markov Decision Process

Doudou Zhou, Kaicheng Zhang, Sinian Zhang, Tianxi Cai, Ziping Xu

arxiv:2506.00818 v1 · 2025-06-01 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K7J65GQMJZDG6DI6CMNNGR5EMA}

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	2026-07-05T11:13:41.026779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57d3ee9a0c4e466f0d1e131ad347a46002b14e4089ee22283fb2199a50728f2d

Aliases

arxiv: 2506.00818 · arxiv_version: 2506.00818v1 · doi: 10.48550/arxiv.2506.00818 · pith_short_12: K7J65GQMJZDG · pith_short_16: K7J65GQMJZDG6DI6 · pith_short_8: K7J65GQM

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/K7J65GQMJZDG6DI6CMNNGR5EMA \
  | 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: 57d3ee9a0c4e466f0d1e131ad347a46002b14e4089ee22283fb2199a50728f2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d5e89ceb4430bd61b52c8b25afa39fbd0fa513ec706dec19d38554955a8c8e1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-01T03:50:41Z",
    "title_canon_sha256": "bdfd1bdf274aaebb7980f54107a2008171c829d698ad540d771726eebe394f5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00818",
    "kind": "arxiv",
    "version": 1
  }
}