Pith Number

pith:2BSJL346

pith:2020:2BSJL346DTJ6TJA3TPBETDNN4L

not attested not anchored not stored refs pending

Deep Reinforcement Learning and its Neuroscientific Implications

Jane X. Wang, Kevin J. Miller, Matthew Botvinick, Will Dabney, Zeb Kurth-Nelson

arxiv:2007.03750 v1 · 2020-07-07 · cs.AI · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2BSJL346DTJ6TJA3TPBETDNN4L}

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	2026-07-05T01:17:19.288412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d06495ef9e1cd3e9a41b9bc2498dade2c92e847ff112938b62192eeff03b8e58

Aliases

arxiv: 2007.03750 · arxiv_version: 2007.03750v1 · doi: 10.48550/arxiv.2007.03750 · pith_short_12: 2BSJL346DTJ6 · pith_short_16: 2BSJL346DTJ6TJA3 · pith_short_8: 2BSJL346

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/2BSJL346DTJ6TJA3TPBETDNN4L \
  | 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: d06495ef9e1cd3e9a41b9bc2498dade2c92e847ff112938b62192eeff03b8e58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bd0694379e50737931598d045ad7062adbf701d030efd355c6f2f6662c9de40",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-07-07T19:27:54Z",
    "title_canon_sha256": "cc3035d5d4cc272a791a793fc64e5247eb711cdc4a36b28ef9054baab3e1aadd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.03750",
    "kind": "arxiv",
    "version": 1
  }
}