Pith Number

pith:XAGG6BL4

pith:2019:XAGG6BL4NT7ILPJ5RRWJNEWBPP

not attested not anchored not stored refs pending

Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Jeffrey L. Krichmar, Nicholas Ketz, Pawel Ladosz, Praveen Pilly, Soheil Kolouri, Yang Hu

arxiv:1909.09902 v5 · 2019-09-21 · 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{XAGG6BL4NT7ILPJ5RRWJNEWBPP}

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	2026-07-05T03:22:31.363557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b80c6f057c6cfe85bd3d8c6c9692c17bc7a6ce26f872a2a688783bdf61c45d8c

Aliases

arxiv: 1909.09902 · arxiv_version: 1909.09902v5 · doi: 10.48550/arxiv.1909.09902 · pith_short_12: XAGG6BL4NT7I · pith_short_16: XAGG6BL4NT7ILPJ5 · pith_short_8: XAGG6BL4

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/XAGG6BL4NT7ILPJ5RRWJNEWBPP \
  | 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: b80c6f057c6cfe85bd3d8c6c9692c17bc7a6ce26f872a2a688783bdf61c45d8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2b718dddf89f7d1d141f3e27c1d277f36a21e34efa78fc8e8978bcc2d677186",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-21T21:32:47Z",
    "title_canon_sha256": "020b99d644fadb38a2d1a0280718eb7ce83b7f1644422a88c8a9caa4f0b28c15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.09902",
    "kind": "arxiv",
    "version": 5
  }
}