Pith Number

pith:RQCEHJ2Y

pith:2025:RQCEHJ2YRZZJUOSODD45O6XQDH

not attested not anchored not stored refs pending

Convex Approximations of Random Constrained Markov Decision Processes

Abdel Lisser, Vikas Vikram Singh, V Varagapriya

arxiv:2505.24815 v1 · 2025-05-30 · math.OC · 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{RQCEHJ2YRZZJUOSODD45O6XQDH}

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	2026-07-05T11:12:57.232407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c0443a7588e729a3a4e18f9d77af019ff94434ca1cabd48b55c112c68f85bb2

Aliases

arxiv: 2505.24815 · arxiv_version: 2505.24815v1 · doi: 10.48550/arxiv.2505.24815 · pith_short_12: RQCEHJ2YRZZJ · pith_short_16: RQCEHJ2YRZZJUOSO · pith_short_8: RQCEHJ2Y

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/RQCEHJ2YRZZJUOSODD45O6XQDH \
  | 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: 8c0443a7588e729a3a4e18f9d77af019ff94434ca1cabd48b55c112c68f85bb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e254f34c5167951e5b5143a6463cc375b4c054946881f4e80f66d8259c02b4a",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-05-30T17:18:34Z",
    "title_canon_sha256": "167eb528a213bd22f3b30ed9548e04266f48aa0476131b913226cea8c0547d7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24815",
    "kind": "arxiv",
    "version": 1
  }
}