Pith Number

pith:P76AIXM2

pith:2021:P76AIXM2DFNCXVJKZDWA4ZG5CE

not attested not anchored not stored refs pending

Training Larger Networks for Deep Reinforcement Learning

Asako Kanezaki, Devesh K. Jha, Kei Ota

arxiv:2102.07920 v1 · 2021-02-16 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P76AIXM2DFNCXVJKZDWA4ZG5CE}

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	2026-07-05T02:15:44.635901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ffc045d9a195a2bd52ac8ec0e64dd111d3bbd883854e1bbd180e9dbea8ae971

Aliases

arxiv: 2102.07920 · arxiv_version: 2102.07920v1 · doi: 10.48550/arxiv.2102.07920 · pith_short_12: P76AIXM2DFNC · pith_short_16: P76AIXM2DFNCXVJK · pith_short_8: P76AIXM2

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/P76AIXM2DFNCXVJKZDWA4ZG5CE \
  | 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: 7ffc045d9a195a2bd52ac8ec0e64dd111d3bbd883854e1bbd180e9dbea8ae971

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c313911eb046f4163ec9fe81c67dca4e0d82dfa287d3e9213e4c6e0f0402809",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-16T02:16:54Z",
    "title_canon_sha256": "1a7a4704a399803fc51804e6d0bfcac18c4ada08b18593896803650ade26f936"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.07920",
    "kind": "arxiv",
    "version": 1
  }
}