Pith Number

pith:UJFSIEYG

pith:2026:UJFSIEYGHRNCXVA7ZYMPITTQU7

not attested not anchored not stored refs pending

Structure-Conditioned Actor-Critic Branches for Quality-Diversity Reinforcement Learning

Lianrong Zuo, Peilan Xu, Wenjian Luo, Yong Liu

arxiv:2606.08735 v1 · 2026-06-07 · 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{UJFSIEYGHRNCXVA7ZYMPITTQU7}

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	2026-06-09T02:07:36.218985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a24b2413063c5a2bd41fce18f44e70a7eb9be8a71ba15759c42392d7e0956aa3

Aliases

arxiv: 2606.08735 · arxiv_version: 2606.08735v1 · doi: 10.48550/arxiv.2606.08735 · pith_short_12: UJFSIEYGHRNC · pith_short_16: UJFSIEYGHRNCXVA7 · pith_short_8: UJFSIEYG

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/UJFSIEYGHRNCXVA7ZYMPITTQU7 \
  | 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: a24b2413063c5a2bd41fce18f44e70a7eb9be8a71ba15759c42392d7e0956aa3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8f2bda375e30826797ecf4cf9bba9687305cb2abba15675ed2e93f140875543",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-07T17:08:28Z",
    "title_canon_sha256": "0a8a907edc56e70d051048f2f853e19b41b70295adaa219ef62dc6cbb6ec7762"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08735",
    "kind": "arxiv",
    "version": 1
  }
}