Pith Number

pith:O35TSYQB

pith:2023:O35TSYQBNCH5JBMDT7TIXS55TA

not attested not anchored not stored refs pending

Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore

Andr\'as Gy\"orgy, Csaba Szepesv\'ari, Gell\'ert Weisz

arxiv:2310.07811 v2 · 2023-10-11 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O35TSYQBNCH5JBMDT7TIXS55TA}

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	2026-07-05T07:26:17.902620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76fb396201688fd485839fe68bcbbd9832b5898ad83f98737a1612157a02492d

Aliases

arxiv: 2310.07811 · arxiv_version: 2310.07811v2 · doi: 10.48550/arxiv.2310.07811 · pith_short_12: O35TSYQBNCH5 · pith_short_16: O35TSYQBNCH5JBMD · pith_short_8: O35TSYQB

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/O35TSYQBNCH5JBMDT7TIXS55TA \
  | 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: 76fb396201688fd485839fe68bcbbd9832b5898ad83f98737a1612157a02492d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2467054ee8cb024ebec7483dd2695d6718312cb40824a4f968143b52d983263a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-11T18:50:25Z",
    "title_canon_sha256": "741169cccb022d6bf980283c3223323913e7dfb45261530bea4bf110de86639f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07811",
    "kind": "arxiv",
    "version": 2
  }
}