Pith Number

pith:7FZ3FJUP

pith:2021:7FZ3FJUPGK4EAOBPRVR4JWH6BO

not attested not anchored not stored refs pending

VMAgent: Scheduling Simulator for Reinforcement Learning

Bo Jin, Haochuan Cui, Hongyuan Zha, Junjie Sheng, Lei Zhu, Qian Peng, Shengliang Cai, Wenhao Li, Wenli Zhou, Xiangfeng Wang, Yiqiu Hu, Yun Hua

arxiv:2112.04785 v1 · 2021-12-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7FZ3FJUPGK4EAOBPRVR4JWH6BO}

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	2026-07-05T03:39:24.769815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f973b2a68f32b840382f8d63c4d8fe0bbf5cc64464168c78fce0011b4bd96371

Aliases

arxiv: 2112.04785 · arxiv_version: 2112.04785v1 · doi: 10.48550/arxiv.2112.04785 · pith_short_12: 7FZ3FJUPGK4E · pith_short_16: 7FZ3FJUPGK4EAOBP · pith_short_8: 7FZ3FJUP

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/7FZ3FJUPGK4EAOBPRVR4JWH6BO \
  | 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: f973b2a68f32b840382f8d63c4d8fe0bbf5cc64464168c78fce0011b4bd96371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bf94111f8e03f646dfb1b825b3be2dcb09b7307c4adb443e188d861d0874a8b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-09T09:18:38Z",
    "title_canon_sha256": "fb765feae01ad3360a2632bfee9db1f8e8c61d83ed82196b1efd3b91f19cee1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.04785",
    "kind": "arxiv",
    "version": 1
  }
}