Pith Number

pith:V3LOFQ7S

pith:2024:V3LOFQ7SVKBBJHBYE3R6S7XXTK

not attested not anchored not stored refs pending

Facilitating Reinforcement Learning for Process Control Using Transfer Learning: Overview and Perspectives

Hongye Su, Junghui Chen, Lei Xie, Runze Lin

arxiv:2404.00247 v3 · 2024-03-30 · eess.SY · cs.AI · cs.LG · cs.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3LOFQ7SVKBBJHBYE3R6S7XXTK}

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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

Multi-Mode Process Control Using Multi-Task Inverse Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:52:11.365521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aed6e2c3f2aa82149c3826e3e97ef79a9643f7b5e2c1ccd9b3220e11daf722a8

Aliases

arxiv: 2404.00247 · arxiv_version: 2404.00247v3 · doi: 10.48550/arxiv.2404.00247 · pith_short_12: V3LOFQ7SVKBB · pith_short_16: V3LOFQ7SVKBBJHBY · pith_short_8: V3LOFQ7S

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/V3LOFQ7SVKBBJHBYE3R6S7XXTK \
  | 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: aed6e2c3f2aa82149c3826e3e97ef79a9643f7b5e2c1ccd9b3220e11daf722a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cc44bd725959091b224d7313f7fba90165cc2371adb3be92fa6229654a76526",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-03-30T04:58:59Z",
    "title_canon_sha256": "a671fd0acb62bf57aeb474de7b0f9947fdb653b8c3a3aca224861cc4a4a4c5e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00247",
    "kind": "arxiv",
    "version": 3
  }
}