Pith Number

pith:KJR7DOFY

pith:2024:KJR7DOFYPLORGJ7Q2255235HDK

not attested not anchored not stored refs pending

Fair Resource Allocation in Weakly Coupled Markov Decision Processes

Erick Delage, Nima Akbarzadeh, Xiaohui Tu, Yossiri Adulyasak

arxiv:2411.09804 v2 · 2024-11-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KJR7DOFYPLORGJ7Q2255235HDK}

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	2026-07-05T10:54:39.409443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5263f1b8b87add1327f0d6bbdd6fa71ab0537fece8c1bcb35a32bd8be9ee1ad2

Aliases

arxiv: 2411.09804 · arxiv_version: 2411.09804v2 · doi: 10.48550/arxiv.2411.09804 · pith_short_12: KJR7DOFYPLOR · pith_short_16: KJR7DOFYPLORGJ7Q · pith_short_8: KJR7DOFY

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/KJR7DOFYPLORGJ7Q2255235HDK \
  | 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: 5263f1b8b87add1327f0d6bbdd6fa71ab0537fece8c1bcb35a32bd8be9ee1ad2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce5efef6b45f088a3b595758d619b95f439fa0651512593cd8776fff14ade114",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-14T20:40:55Z",
    "title_canon_sha256": "7a9bfbaef32397e1f449145feb929fa285c6d1a56cc963b83203c3f62b7ae413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09804",
    "kind": "arxiv",
    "version": 2
  }
}