Pith Number

pith:6D2AP5ZU

pith:2021:6D2AP5ZUHXZMFKBJ4OSMA34IRG

not attested not anchored not stored refs pending

ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning

Anwar Walid, Jiahao Zheng, Jian Guo, Michael I. Jordan, Xiao-Yang Liu, Zechu Li, Zhaoran Wang, Zhuoran Yang

arxiv:2112.05923 v2 · 2021-12-11 · cs.LG · cs.AI · 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{6D2AP5ZUHXZMFKBJ4OSMA34IRG}

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

HARBOR: A Harness Framework for Agentic Robot Reinforcement Learning

Receipt and verification

First computed	2026-07-05T04:11:09.934879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0f407f7343df2c2a829e3a4c06f8889b8f260e48a7d2e6f17c0a5466a82a912

Aliases

arxiv: 2112.05923 · arxiv_version: 2112.05923v2 · doi: 10.48550/arxiv.2112.05923 · pith_short_12: 6D2AP5ZUHXZM · pith_short_16: 6D2AP5ZUHXZMFKBJ · pith_short_8: 6D2AP5ZU

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/6D2AP5ZUHXZMFKBJ4OSMA34IRG \
  | 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: f0f407f7343df2c2a829e3a4c06f8889b8f260e48a7d2e6f17c0a5466a82a912

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "075877c744edebad77e6ccaeb49448065e696077a91b458747d3af0089f34c4e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-11T06:31:21Z",
    "title_canon_sha256": "8550a76ea8da02a24a5a0ba1675bcb59ed576de0d58b211d1e57391527a721e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.05923",
    "kind": "arxiv",
    "version": 2
  }
}