Pith Number

pith:OUANY4VJ

pith:2019:OUANY4VJ6N73HZUF274DBIDRMD

not attested not anchored not stored refs pending

Influence-aware Memory Architectures for Deep Reinforcement Learning

Aleksander Czechowski, Elena Congeduti, Frans A. Oliehoek, Jinke He, Miguel Suau, Rolf A.N. Starre

arxiv:1911.07643 v4 · 2019-11-18 · cs.LG · 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{OUANY4VJ6N73HZUF274DBIDRMD}

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	2026-07-05T02:15:56.476384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7500dc72a9f37fb3e685d7f830a07160eb82c1a999feefeb1500f93e90c1dc75

Aliases

arxiv: 1911.07643 · arxiv_version: 1911.07643v4 · doi: 10.48550/arxiv.1911.07643 · pith_short_12: OUANY4VJ6N73 · pith_short_16: OUANY4VJ6N73HZUF · pith_short_8: OUANY4VJ

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/OUANY4VJ6N73HZUF274DBIDRMD \
  | 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: 7500dc72a9f37fb3e685d7f830a07160eb82c1a999feefeb1500f93e90c1dc75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b393449910adcd76f3ffc7e1a50bd6cb381ecbcd5da970f4c7ffb9e19378abc2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-18T13:54:25Z",
    "title_canon_sha256": "f2da4823a76bcc4b6d6ac2297666c45da4beaef5f71a0373b9f9dd50c8d22e60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.07643",
    "kind": "arxiv",
    "version": 4
  }
}