Pith Number

pith:SECL6KFT

pith:2026:SECL6KFTHS2IS362PX6IHWJDY7

not attested not anchored not stored refs pending

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning

Chang D. Yoo, Hongbin Choe, Thanh Nguyen, Tri Ton, Tung M. Luu

arxiv:2606.10613 v1 · 2026-06-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SECL6KFTHS2IS362PX6IHWJDY7}

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	2026-06-10T01:10:29.501304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9104bf28b33cb4896fda7dfc83d923c7ddb04e57cb47007fc5a59ed308a54fac

Aliases

arxiv: 2606.10613 · arxiv_version: 2606.10613v1 · doi: 10.48550/arxiv.2606.10613 · pith_short_12: SECL6KFTHS2I · pith_short_16: SECL6KFTHS2IS362 · pith_short_8: SECL6KFT

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/SECL6KFTHS2IS362PX6IHWJDY7 \
  | 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: 9104bf28b33cb4896fda7dfc83d923c7ddb04e57cb47007fc5a59ed308a54fac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92fe04cfbb3376f3df04dd14495c90af794eafdce00bed1ab0f72caa916602a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T09:12:12Z",
    "title_canon_sha256": "2ab45083bf5f830971a5a54e68361867c52665f3b1336ce0ecefe56e30e64997"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10613",
    "kind": "arxiv",
    "version": 1
  }
}