Pith Number

pith:NXTGE3J4

pith:2024:NXTGE3J4LGLPP7LN4LRET7M5YX

not attested not anchored not stored refs pending

Policy Optimization in Control: Geometry and Algorithmic Implications

Mehran Mesbahi, Na Li, Shahriar Talebi, Spencer Kraisler, Yang Zheng

arxiv:2406.04243 v1 · 2024-06-06 · math.OC · cs.SY · eess.SY · math.DG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXTGE3J4LGLPP7LN4LRET7M5YX}

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.

Cited by

2 papers in Pith

Regularization in Data-driven Predictive Control: A Convex Relaxation Perspective

Learning Kalman Policy for Singular Unknown Covariances via Riemannian Regularization

Receipt and verification

First computed	2026-07-05T08:28:28.400143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6de6626d3c5996f7fd6de2e249fd9dc5e63f6fab7ba4adb583259711c870e79e

Aliases

arxiv: 2406.04243 · arxiv_version: 2406.04243v1 · doi: 10.48550/arxiv.2406.04243 · pith_short_12: NXTGE3J4LGLP · pith_short_16: NXTGE3J4LGLPP7LN · pith_short_8: NXTGE3J4

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/NXTGE3J4LGLPP7LN4LRET7M5YX \
  | 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: 6de6626d3c5996f7fd6de2e249fd9dc5e63f6fab7ba4adb583259711c870e79e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9379451a7cdaf83874c0e52e402fb0f5dc9e8a0573ba032a71523e3cd955112d",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.DG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-06-06T16:41:10Z",
    "title_canon_sha256": "5a60ac8d3744cba1fe5d33241b6b683a70a90fc30e752985c65a8cfdbc664c2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04243",
    "kind": "arxiv",
    "version": 1
  }
}