Pith Number

pith:GLRR6RTO

pith:2025:GLRR6RTOW5NUA4IDUQ57J5X2OK

not attested not anchored not stored refs pending

Predictive Lagrangian Optimization for Constrained Reinforcement Learning

Guojian Zhan, Jingliang Duan, Liping Zhang, Puzhen Yuan, Shengbo Eben Li, Tianqi Zhang, Yao Lyu, Zhenzhi Qin, Ziyu Lin

arxiv:2501.15217 v1 · 2025-01-25 · cs.LG · 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{GLRR6RTOW5NUA4IDUQ57J5X2OK}

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	2026-07-05T10:05:25.847812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32e31f466eb75b407103a43bf4f6fa72977bad8bb30dbcba41e4836dd3cb01f7

Aliases

arxiv: 2501.15217 · arxiv_version: 2501.15217v1 · doi: 10.48550/arxiv.2501.15217 · pith_short_12: GLRR6RTOW5NU · pith_short_16: GLRR6RTOW5NUA4ID · pith_short_8: GLRR6RTO

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/GLRR6RTOW5NUA4IDUQ57J5X2OK \
  | 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: 32e31f466eb75b407103a43bf4f6fa72977bad8bb30dbcba41e4836dd3cb01f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c821d1ac04edce2db05069d02769415984b023c7dd598e2b8e9e3dcdb05ceff",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-25T13:39:45Z",
    "title_canon_sha256": "07e192c58a6e7128768e2c329a30f8b585f57b8ef0dbc074071dc7139edf9110"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15217",
    "kind": "arxiv",
    "version": 1
  }
}