Pith Number

pith:PVVWNOI7

pith:2017:PVVWNOI7QURMWQ5KEYRL7JWJZQ

not attested not anchored not stored refs pending

Communications that Emerge through Reinforcement Learning Using a (Recurrent) Neural Network

Katsunari Shibata

arxiv:1703.03543 v2 · 2017-03-10 · 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{PVVWNOI7QURMWQ5KEYRL7JWJZQ}

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

Dynamic Reinforcement Learning for Actors

Receipt and verification

First computed	2026-05-18T00:44:23.315437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d6b66b91f8522cb43aa2622bfa6c9cc0c625ec94f4dba7fde2dc19f68d03040

Aliases

arxiv: 1703.03543 · arxiv_version: 1703.03543v2 · doi: 10.48550/arxiv.1703.03543 · pith_short_12: PVVWNOI7QURM · pith_short_16: PVVWNOI7QURMWQ5K · pith_short_8: PVVWNOI7

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/PVVWNOI7QURMWQ5KEYRL7JWJZQ \
  | 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: 7d6b66b91f8522cb43aa2622bfa6c9cc0c625ec94f4dba7fde2dc19f68d03040

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ad8e8a664cac5f4bbdba930dfcf79397f5316b931c14069494d0be7d582123b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-03-10T04:41:29Z",
    "title_canon_sha256": "79e40b950bc6b7072188f03bb86bdc8aebad93619cf628af56d4de335c6216da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.03543",
    "kind": "arxiv",
    "version": 2
  }
}