Pith Number

pith:LCKAUDW4

pith:2024:LCKAUDW4D74A7SIBNP7TR7CNTE

not attested not anchored not stored refs pending

Achieving Constant Regret in Linear Markov Decision Processes

Jiafan He, Quanquan Gu, Weitong Zhang, Zhiyuan Fan

arxiv:2404.10745 v2 · 2024-04-16 · 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{LCKAUDW4D74A7SIBNP7TR7CNTE}

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	2026-07-05T09:48:13.145043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58940a0edc1ff80fc9016bff38fc4d990aa2da5830ef0e5c0ed5dea31bcab25c

Aliases

arxiv: 2404.10745 · arxiv_version: 2404.10745v2 · doi: 10.48550/arxiv.2404.10745 · pith_short_12: LCKAUDW4D74A · pith_short_16: LCKAUDW4D74A7SIB · pith_short_8: LCKAUDW4

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/LCKAUDW4D74A7SIBNP7TR7CNTE \
  | 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: 58940a0edc1ff80fc9016bff38fc4d990aa2da5830ef0e5c0ed5dea31bcab25c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee2d36dd7485c6c19c1cd0df2c44ae97355ee2c2ef81dcb12355aafdb4774573",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-16T17:23:19Z",
    "title_canon_sha256": "54ccb752d527953d8532c1c5d95c7bf832d5589bbcfa038ee4df7ca3af974869"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10745",
    "kind": "arxiv",
    "version": 2
  }
}