Pith Number

pith:IZZSIAUO

pith:2020:IZZSIAUOERN4AGHGHMPOLY5NBG

not attested not anchored not stored refs pending

Efficient Reinforcement Learning Development with RLzoo

Guo Li, Hao Dong, Hongming Zhang, Luo Mai, Quancheng Guo, Tianyang Yu, Yanhua Huang, Zihan Ding

arxiv:2009.08644 v2 · 2020-09-18 · 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{IZZSIAUOERN4AGHGHMPOLY5NBG}

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	2026-07-05T03:07:03.654425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

467324028e245bc018e63b1ee5e3ad09a16ad15a39b118af9f45c5d38c7a03f7

Aliases

arxiv: 2009.08644 · arxiv_version: 2009.08644v2 · doi: 10.48550/arxiv.2009.08644 · pith_short_12: IZZSIAUOERN4 · pith_short_16: IZZSIAUOERN4AGHG · pith_short_8: IZZSIAUO

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/IZZSIAUOERN4AGHGHMPOLY5NBG \
  | 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: 467324028e245bc018e63b1ee5e3ad09a16ad15a39b118af9f45c5d38c7a03f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "091e80c84a834735847dc178faebcebadb3281724d513cd665009ab35265c77b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-09-18T06:18:49Z",
    "title_canon_sha256": "af42ed2ac41cb0c33c1148372b05245afe7a661e3e153fa745344cbf507715b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.08644",
    "kind": "arxiv",
    "version": 2
  }
}