Pith Number

pith:7ZVESWRC

pith:2021:7ZVESWRC6RGEWYYKN32L24JS4U

not attested not anchored not stored refs pending

Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning

Ang Li, Jie Tan, Qiuhua Huang, Renke Huang, Tianzhixi Yin, Wenhao Yu, Xinya Li, Yan Du, Yujiao Chen

arxiv:2101.05317 v2 · 2021-01-13 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ZVESWRC6RGEWYYKN32L24JS4U}

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	2026-07-05T03:54:19.306880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe6a495a22f44c4b630a6ef4bd7132e52039ba6e254841cc058f5e2afea5dcb7

Aliases

arxiv: 2101.05317 · arxiv_version: 2101.05317v2 · doi: 10.48550/arxiv.2101.05317 · pith_short_12: 7ZVESWRC6RGE · pith_short_16: 7ZVESWRC6RGEWYYK · pith_short_8: 7ZVESWRC

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/7ZVESWRC6RGEWYYKN32L24JS4U \
  | 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: fe6a495a22f44c4b630a6ef4bd7132e52039ba6e254841cc058f5e2afea5dcb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8aaee15bd7bf56514a099ad0b097045b2ac73781ce80318bab693cdbe6fdac9f",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-13T19:45:59Z",
    "title_canon_sha256": "5b96327a5f4aa92e6e7a8af4c00a5ede3f69a495fd6a331c70df5927297884b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.05317",
    "kind": "arxiv",
    "version": 2
  }
}