Pith Number

pith:2ELT4P5O

pith:2025:2ELT4P5OF64M4BRR676BBMX3TQ

not attested not anchored not stored refs pending

Quantum Bayesian Networks Can Speed up Reinforcement Learning in Partially Observable Environments

Alexandra Ram\^oa, Andr\'e Sequeira, Gilberto Cunha, Lu\'is Barbosa, Michael de Oliveira

arxiv:2507.18606 v2 · 2025-07-24 · quant-ph · 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{2ELT4P5OF64M4BRR676BBMX3TQ}

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.

Cited by

1 paper in Pith

QANTIS: Hardware-Calibrated Sequential POMDP Belief Updates on IBM Heron

Receipt and verification

First computed	2026-07-01T00:17:08.346251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1173e3fae2fb8ce0631f7fc10b2fb9c07d5bf4d4d4254763db7c16113fc3b50

Aliases

arxiv: 2507.18606 · arxiv_version: 2507.18606v2 · doi: 10.48550/arxiv.2507.18606 · pith_short_12: 2ELT4P5OF64M · pith_short_16: 2ELT4P5OF64M4BRR · pith_short_8: 2ELT4P5O

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/2ELT4P5OF64M4BRR676BBMX3TQ \
  | 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: d1173e3fae2fb8ce0631f7fc10b2fb9c07d5bf4d4d4254763db7c16113fc3b50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "830e8590164cbcfb9900c9b8fe1d798c35717fd32ba866179335d3b49bd4f97a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-07-24T17:42:30Z",
    "title_canon_sha256": "a1c6d74c22f55eae5bbf625db8832ae649d432bfde557677c81147fe9cfdf1a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18606",
    "kind": "arxiv",
    "version": 2
  }
}