Pith Number

pith:46BPFQR6

pith:2024:46BPFQR65Z3KCEG4ULUKQFXU7X

not attested not anchored not stored refs pending

ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning

Chengxiang Yin, Chi Harold Liu, Feiferi Feng, Jian Tang, Kun Wu, Yinuo Zhao, Zhengping Che, Zhiyuan Xu

arxiv:2412.16848 v2 · 2024-12-22 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46BPFQR65Z3KCEG4ULUKQFXU7X}

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	2026-07-05T10:32:36.055773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e782f2c23eee76a110dca2e8a816f4fde785c0253f7cc971bbd5c9e03c64ca46

Aliases

arxiv: 2412.16848 · arxiv_version: 2412.16848v2 · doi: 10.48550/arxiv.2412.16848 · pith_short_12: 46BPFQR65Z3K · pith_short_16: 46BPFQR65Z3KCEG4 · pith_short_8: 46BPFQR6

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/46BPFQR65Z3KCEG4ULUKQFXU7X \
  | 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: e782f2c23eee76a110dca2e8a816f4fde785c0253f7cc971bbd5c9e03c64ca46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f312d49edb565700b071f312f1268c1a21953e1b012502757ba5b342a7c79e4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-22T04:18:02Z",
    "title_canon_sha256": "c96346afb469f62620ff383b7c2e62b03611ae03df91273854eb618f3de184ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16848",
    "kind": "arxiv",
    "version": 2
  }
}