Pith Number

pith:WTASHBFE

pith:2026:WTASHBFE2HQZP6YLG3TGY6FT4Y

not attested not anchored not stored refs pending

AuroraRL: Fast, Fault-Tolerant, and Cost-Efficient Reinforcement Learning over Decentralized Network

Chaoyi Ruan, Cheng Li, Congcong Miao, Dehui Wei, Duling Xu, Geng Luo, Guanbin Xu, Haifeng Sun, Jiaan Zhu, Jialin Li, Liang Luo, Long Zhao, Qinghe Wang, Xiang Liu, Xinyi Wan

arxiv:2602.11456 v2 · 2026-02-12 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WTASHBFE2HQZP6YLG3TGY6FT4Y}

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

AReaL-DTE: Sparse Policy-Weight Transfer for Online Agentic Reinforcement Learning

Receipt and verification

First computed	2026-08-05T00:41:29.024166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4c12384a4d1e197fb0b36e66c78b3e63ad08bd4700ba16080f02a7811b837eb

Aliases

arxiv: 2602.11456 · arxiv_version: 2602.11456v2 · doi: 10.48550/arxiv.2602.11456 · pith_short_12: WTASHBFE2HQZ · pith_short_16: WTASHBFE2HQZP6YL · pith_short_8: WTASHBFE

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/WTASHBFE2HQZP6YLG3TGY6FT4Y \
  | 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: b4c12384a4d1e197fb0b36e66c78b3e63ad08bd4700ba16080f02a7811b837eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ce24da917adff015eeed6c506091978120d3d0591664f0cd847c0050a30fbe2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-02-12T00:26:53Z",
    "title_canon_sha256": "0f53812f776246c4f7dafbbc6979f9b8a303a7255493666e5615a8d856b906cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.11456",
    "kind": "arxiv",
    "version": 2
  }
}