Pith Number

pith:DAEE52BJ

pith:2023:DAEE52BJGFTEB46IEXEW3NRXAY

not attested not anchored not stored refs pending

SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores

Guangju Wang, Huanchen Zhang, Jiaxuan Gao, Wei Fu, Yi Wu, Zhiyu Mei

arxiv:2306.16688 v3 · 2023-06-29 · cs.DC · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DAEE52BJGFTEB46IEXEW3NRXAY}

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	2026-07-05T08:34:55.361817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18084ee829316640f3c825c96db637062c2e17bb9e7b5e1e732a9109cc40270c

Aliases

arxiv: 2306.16688 · arxiv_version: 2306.16688v3 · doi: 10.48550/arxiv.2306.16688 · pith_short_12: DAEE52BJGFTE · pith_short_16: DAEE52BJGFTEB46I · pith_short_8: DAEE52BJ

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/DAEE52BJGFTEB46IEXEW3NRXAY \
  | 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: 18084ee829316640f3c825c96db637062c2e17bb9e7b5e1e732a9109cc40270c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54087a525b3d7501e8b4b62d4b9456474836113fc807dcfe460ac5b2dace9e8e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-06-29T05:16:25Z",
    "title_canon_sha256": "852a3aa412c3672ed6750c0040ca61be7e5f1088bf696088469579c65c4be4a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16688",
    "kind": "arxiv",
    "version": 3
  }
}