Pith Number

pith:GH5GK23Y

pith:2020:GH5GK23Y5ZLA24D3R2KJ6I6MXF

not attested not anchored not stored refs pending

An FPGA-Based On-Device Reinforcement Learning Approach using Online Sequential Learning

Hirohisa Watanabe, Hiroki Matsutani, Mineto Tsukada

arxiv:2005.04646 v4 · 2020-05-10 · 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{GH5GK23Y5ZLA24D3R2KJ6I6MXF}

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	2026-07-05T05:50:02.016407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31fa656b78ee560d707b8e949f23ccb945a90dd5f3f87e56581465aeafc2c8c6

Aliases

arxiv: 2005.04646 · arxiv_version: 2005.04646v4 · doi: 10.48550/arxiv.2005.04646 · pith_short_12: GH5GK23Y5ZLA · pith_short_16: GH5GK23Y5ZLA24D3 · pith_short_8: GH5GK23Y

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/GH5GK23Y5ZLA24D3R2KJ6I6MXF \
  | 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: 31fa656b78ee560d707b8e949f23ccb945a90dd5f3f87e56581465aeafc2c8c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2e37cc9cb9c153eea56bd6940a23b64299143fb41196b47850a6cdcf9f14d03",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-10T12:37:26Z",
    "title_canon_sha256": "b540b7685f05a6e96a3c67cf3ed57538e0b11aa147aba4c1bb660a1f74484ec9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.04646",
    "kind": "arxiv",
    "version": 4
  }
}