Pith Number

pith:7SZZFKAI

pith:2024:7SZZFKAIZLGCVDWD5HUXJXHBUH

not attested not anchored not stored refs pending

Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning

Hao Gao, Tenglong Liu, Wei Pan, Xin Xu, Yang Li, Yixing Lan

arxiv:2405.19909 v3 · 2024-05-30 · 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{7SZZFKAIZLGCVDWD5HUXJXHBUH}

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.

Cited by

1 paper in Pith

Beyond Penalization: Diffusion-based Out-of-Distribution Detection and Selective Regularization in Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:43:56.120263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcb392a808cacc2a8ec3e9e974dce1a1c5cdd8639031cd269148330228313cfb

Aliases

arxiv: 2405.19909 · arxiv_version: 2405.19909v3 · doi: 10.48550/arxiv.2405.19909 · pith_short_12: 7SZZFKAIZLGC · pith_short_16: 7SZZFKAIZLGCVDWD · pith_short_8: 7SZZFKAI

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/7SZZFKAIZLGCVDWD5HUXJXHBUH \
  | 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: fcb392a808cacc2a8ec3e9e974dce1a1c5cdd8639031cd269148330228313cfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b0550e071aa06232d1f2b563bcdb05ba8e790fa4e380ffbacb9a6af3cfce208",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T10:20:55Z",
    "title_canon_sha256": "0e505d3dd243df2a462d889c63760b4436cef41b610305457ca2f429456b9e84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19909",
    "kind": "arxiv",
    "version": 3
  }
}