Pith Number

pith:QRDRHTD2

pith:2024:QRDRHTD2TM2EQCDPOHGHHOZZQO

not attested not anchored not stored refs pending

Bayesian Design Principles for Offline-to-Online Reinforcement Learning

Changjie Fan, Chengjie Wu, Chongjie Zhang, Hao Hu, Jianing Ye, Qianchuan Zhao, Tangjie Lv, Yiqin Yang, Yujing Hu, Ziqing Mai

arxiv:2405.20984 v1 · 2024-05-31 · 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{QRDRHTD2TM2EQCDPOHGHHOZZQO}

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	2026-07-05T08:25:44.363854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

844713cc7a9b3448086f71cc73bb3983b4536418ee3185d762dccd8a75bcff56

Aliases

arxiv: 2405.20984 · arxiv_version: 2405.20984v1 · doi: 10.48550/arxiv.2405.20984 · pith_short_12: QRDRHTD2TM2E · pith_short_16: QRDRHTD2TM2EQCDP · pith_short_8: QRDRHTD2

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/QRDRHTD2TM2EQCDPOHGHHOZZQO \
  | 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: 844713cc7a9b3448086f71cc73bb3983b4536418ee3185d762dccd8a75bcff56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a5ebd0b0fd302b8e684693813b23f397fabef0bf867401657147815a658be4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-31T16:31:07Z",
    "title_canon_sha256": "934ba41752d5e643e5c61ee8a4ca663378f88e8797a7da7b2b087708b9d4eaea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20984",
    "kind": "arxiv",
    "version": 1
  }
}