Pith Number

pith:JMJVM5SS

pith:2026:JMJVM5SSPMK7IIAKQDVBQMYCYT

not attested not anchored not stored refs pending

HyPOLE: Hyperproperty-Guided Multi-Agent Reinforcement Learning under Partial Observation

Arshia Rafieioskouei, Borzoo Bonakdarpour, Matthew Lucas, Tzu-Han Hsu

arxiv:2606.30966 v1 · 2026-06-29 · cs.AI · cs.LO · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JMJVM5SSPMK7IIAKQDVBQMYCYT}

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	2026-07-01T00:17:22.953817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b135676527b15f4200a80ea183302c4c005d261c9ca539a8b95e04a37e7f284

Aliases

arxiv: 2606.30966 · arxiv_version: 2606.30966v1 · doi: 10.48550/arxiv.2606.30966 · pith_short_12: JMJVM5SSPMK7 · pith_short_16: JMJVM5SSPMK7IIAK · pith_short_8: JMJVM5SS

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/JMJVM5SSPMK7IIAKQDVBQMYCYT \
  | 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: 4b135676527b15f4200a80ea183302c4c005d261c9ca539a8b95e04a37e7f284

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10727da90666c17d71a18437c34321122409d2aa16a0ae8740105773020cb63e",
    "cross_cats_sorted": [
      "cs.LO",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-29T23:03:05Z",
    "title_canon_sha256": "7b5a53a5db87b27b7af083b95cd7fc491756001afd0d5138982731e03c4354d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30966",
    "kind": "arxiv",
    "version": 1
  }
}