Pith Number

pith:6QWKHQAF

pith:2019:6QWKHQAFLUQ4FM2E7OSO5OQUFC

not attested not anchored not stored refs pending

On the use of Deep Autoencoders for Efficient Embedded Reinforcement Learning

Bharat Prakash, Mark Horton, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin, William David Hairston

arxiv:1903.10404 v1 · 2019-03-25 · cs.LG · 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{6QWKHQAFLUQ4FM2E7OSO5OQUFC}

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	2026-05-17T23:50:29.525994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f42ca3c0055d21c2b344fba4eeba1428aa452fd41ce659d48530064b61ef4da0

Aliases

arxiv: 1903.10404 · arxiv_version: 1903.10404v1 · doi: 10.48550/arxiv.1903.10404 · pith_short_12: 6QWKHQAFLUQ4 · pith_short_16: 6QWKHQAFLUQ4FM2E · pith_short_8: 6QWKHQAF

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/6QWKHQAFLUQ4FM2E7OSO5OQUFC \
  | 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: f42ca3c0055d21c2b344fba4eeba1428aa452fd41ce659d48530064b61ef4da0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70a5ffe9a506af2640668471b9c92bfb5a7ec816e5482def3cdc4e8ee07e2ccf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-25T15:38:37Z",
    "title_canon_sha256": "1f419d7187c8fa2213a5712e30faa7a1605a5273a424fee15f8ff790b4cd2cc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.10404",
    "kind": "arxiv",
    "version": 1
  }
}