Pith Number

pith:CW2GBR73

pith:2021:CW2GBR73M74P7YK25NM7WBDRAY

not attested not anchored not stored refs pending

A Meta Reinforcement Learning-based Approach for Self-Adaptive System

Haiyan Zhao, Jialong Li, Kenji Tei, Mingyue Zhang, Shinichi Honiden, Zhi Jin

arxiv:2105.04986 v1 · 2021-05-11 · cs.SE · 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{CW2GBR73M74P7YK25NM7WBDRAY}

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	2026-07-05T02:39:26.356617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15b460c7fb67f8ffe15aeb59fb04710626af97b5f2cebb7dc9a024c177a721f9

Aliases

arxiv: 2105.04986 · arxiv_version: 2105.04986v1 · doi: 10.48550/arxiv.2105.04986 · pith_short_12: CW2GBR73M74P · pith_short_16: CW2GBR73M74P7YK2 · pith_short_8: CW2GBR73

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/CW2GBR73M74P7YK25NM7WBDRAY \
  | 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: 15b460c7fb67f8ffe15aeb59fb04710626af97b5f2cebb7dc9a024c177a721f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78f2a4c4901a0749602a4a26299afa309c79964cc013340e28e270b5bc916732",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-05-11T12:44:01Z",
    "title_canon_sha256": "506168a66011ab25c7e9e62dafe3bdd986b6ec81158e23e65fb25da98aed528f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.04986",
    "kind": "arxiv",
    "version": 1
  }
}