Pith Number

pith:MXAYXHHZ

pith:2026:MXAYXHHZPE6IY7XD7C3JPZM6XP

not attested not anchored not stored refs pending

Peng's Q($\lambda$) for Conservative Value Estimation in Offline Reinforcement Learning

Byeongchan Kim, Min-hwan Oh

arxiv:2605.14779 v1 · 2026-05-14 · 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{MXAYXHHZPE6IY7XD7C3JPZM6XP}

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	2026-05-17T23:38:58.571640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c18b9cf9793c8c7ee3f8b697e59ebbdd0ff53da67c4a451b639d708f15c126

Aliases

arxiv: 2605.14779 · arxiv_version: 2605.14779v1 · doi: 10.48550/arxiv.2605.14779 · pith_short_12: MXAYXHHZPE6I · pith_short_16: MXAYXHHZPE6IY7XD · pith_short_8: MXAYXHHZ

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/MXAYXHHZPE6IY7XD7C3JPZM6XP \
  | 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: 65c18b9cf9793c8c7ee3f8b697e59ebbdd0ff53da67c4a451b639d708f15c126

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cbc5602807dcded4501c93b8ced0a4a2d5520d187ca77665a38566aa243b505",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-14T12:48:44Z",
    "title_canon_sha256": "ec524ec31ae6e9e2d3f6519f371fe7a482f5a17a5185ed03ca53b88c776a5695"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.14779",
    "kind": "arxiv",
    "version": 1
  }
}