Pith Number

pith:I3K74Q2D

pith:2021:I3K74Q2DJSDNFBHSS47TUEBQTE

not attested not anchored not stored refs pending

Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning

Hiroki Furuta, Shixiang Shane Gu, Tadashi Kozuno, Tatsuya Matsushima, Yutaka Matsuo

arxiv:2103.17258 v3 · 2021-03-31 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I3K74Q2DJSDNFBHSS47TUEBQTE}

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

Some Essential Constructive Foundations for Systems and Control

Receipt and verification

First computed	2026-07-05T03:25:13.098096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46d5fe43434c86d284f2973f3a1030993491686c851e85bec56a4990a270a672

Aliases

arxiv: 2103.17258 · arxiv_version: 2103.17258v3 · doi: 10.48550/arxiv.2103.17258 · pith_short_12: I3K74Q2DJSDN · pith_short_16: I3K74Q2DJSDNFBHS · pith_short_8: I3K74Q2D

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/I3K74Q2DJSDNFBHSS47TUEBQTE \
  | 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: 46d5fe43434c86d284f2973f3a1030993491686c851e85bec56a4990a270a672

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86020bad8e038eb57e873a516c2ca1972b7e6f8c62442a260ef9d5b966a91ff1",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-31T17:55:20Z",
    "title_canon_sha256": "3217ab7a692f7b3cbf4f2384c380577e19fa8b17e48b7062b68d304b8f59c3f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.17258",
    "kind": "arxiv",
    "version": 3
  }
}