Pith Number

pith:C55LGURY

pith:2024:C55LGURY74BWBDEO66N7QOZ3CJ

not attested not anchored not stored refs pending

Stable and Safe Human-aligned Reinforcement Learning through Neural Ordinary Differential Equations

Antonis Papachristodoulou, Keyan Miao, Konstantinos Gatsis, Liqun Zhao

arxiv:2401.13148 v2 · 2024-01-23 · cs.LG · cs.RO · cs.SY · eess.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{C55LGURY74BWBDEO66N7QOZ3CJ}

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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

3 papers in Pith

Graph Neural ODE Digital Twins for Control-Oriented Reactor Thermal-Hydraulic Forecasting Under Partial Observability

A Review On Safe Reinforcement Learning Using Lyapunov and Barrier Functions

Graph Neural ODE Digital Twins for Control-Oriented Reactor Thermal-Hydraulic Forecasting Under Partial Observability

Receipt and verification

First computed	2026-07-05T08:20:27.243748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

177ab35238ff03608c8ef79bf83b3b12707b6bc674345ab4febf9b03ffa68628

Aliases

arxiv: 2401.13148 · arxiv_version: 2401.13148v2 · doi: 10.48550/arxiv.2401.13148 · pith_short_12: C55LGURY74BW · pith_short_16: C55LGURY74BWBDEO · pith_short_8: C55LGURY

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/C55LGURY74BWBDEO66N7QOZ3CJ \
  | 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: 177ab35238ff03608c8ef79bf83b3b12707b6bc674345ab4febf9b03ffa68628

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baffe850f52935b631788423a657b8294f83c45cea50b63e59ac1acf944a9771",
    "cross_cats_sorted": [
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-23T23:50:19Z",
    "title_canon_sha256": "25793b6bb68def1d9ba675c07f72522d8faf69abe837d8c0872f69b470e4c1bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.13148",
    "kind": "arxiv",
    "version": 2
  }
}