Pith Number

pith:MSKDJYAE

pith:2025:MSKDJYAEAAOBBGMHZ63I3FPI3F

not attested not anchored not stored refs pending

Value Iteration with Guessing for Markov Chains and Markov Decision Processes

Jakub Svoboda, Krishnendu Chatterjee, Mahdi JafariRaviz, Raimundo Saona

arxiv:2505.06769 v1 · 2025-05-10 · cs.AI · cs.CC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MSKDJYAEAAOBBGMHZ63I3FPI3F}

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	2026-07-05T11:01:15.477989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

649434e004001c109987cfb68d95e8d952cdd921ef01fd49810d79f81e256470

Aliases

arxiv: 2505.06769 · arxiv_version: 2505.06769v1 · doi: 10.48550/arxiv.2505.06769 · pith_short_12: MSKDJYAEAAOB · pith_short_16: MSKDJYAEAAOBBGMH · pith_short_8: MSKDJYAE

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/MSKDJYAEAAOBBGMHZ63I3FPI3F \
  | 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: 649434e004001c109987cfb68d95e8d952cdd921ef01fd49810d79f81e256470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "634ba0e5634fbbfe0287ca71d2ff8eada0205051ed55a27dc98a6b4d37010bda",
    "cross_cats_sorted": [
      "cs.CC"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-10T22:24:49Z",
    "title_canon_sha256": "50ea9d08428e205ab7b4be4af530ee96cf5b64512c1333bec02f96e45601863c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06769",
    "kind": "arxiv",
    "version": 1
  }
}