Pith Number

pith:JVDAIWAW

pith:2022:JVDAIWAWOLPUPXIXR5EJ62LBI4

not attested not anchored not stored refs pending

Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning

Animesh Garg, Chenjia Bai, Lingxiao Wang, Peng Liu, Zhaoran Wang, Zhihong Deng, Zhuoran Yang

arxiv:2202.11566 v1 · 2022-02-23 · 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{JVDAIWAWOLPUPXIXR5EJ62LBI4}

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

3 papers in Pith

VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning

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

QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL

Receipt and verification

First computed	2026-07-05T03:59:34.499223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d4604581672df47dd178f489f69614722e2e1361ffa7bd1ef4c1c733c0e86af

Aliases

arxiv: 2202.11566 · arxiv_version: 2202.11566v1 · doi: 10.48550/arxiv.2202.11566 · pith_short_12: JVDAIWAWOLPU · pith_short_16: JVDAIWAWOLPUPXIX · pith_short_8: JVDAIWAW

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/JVDAIWAWOLPUPXIXR5EJ62LBI4 \
  | 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: 4d4604581672df47dd178f489f69614722e2e1361ffa7bd1ef4c1c733c0e86af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e19ca0de18f33c10f01e62d0ec6f137f647dc1f2cfd9837a51da0a8f34d03d81",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-23T15:27:16Z",
    "title_canon_sha256": "c8f3e10caf03092d3bac029fe7d87051d024acf1bd750980d3b94b3409e848a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11566",
    "kind": "arxiv",
    "version": 1
  }
}