Pith Number

pith:5TCUDKON

pith:2025:5TCUDKONYT6DKTMCYZF42KDYHH

not attested not anchored not stored refs pending

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions

Pei-Fan Lu, Samuel Yen-Chi Chen, Yen-Ku Liu, Yun-Cheng Tsai, Yun-Huei Pan

arxiv:2507.12835 v1 · 2025-07-17 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5TCUDKONYT6DKTMCYZF42KDYHH}

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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

QnRL: Quantum-Native Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:38:40.145167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecc541a9cdc4fc354d82c64bcd287839ee9db1c341cf9e6685b81796f78de7ae

Aliases

arxiv: 2507.12835 · arxiv_version: 2507.12835v1 · doi: 10.48550/arxiv.2507.12835 · pith_short_12: 5TCUDKONYT6D · pith_short_16: 5TCUDKONYT6DKTMC · pith_short_8: 5TCUDKON

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/5TCUDKONYT6DKTMCYZF42KDYHH \
  | 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: ecc541a9cdc4fc354d82c64bcd287839ee9db1c341cf9e6685b81796f78de7ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2e1535748504bf4feeac16ecdb6ed716ab11e35900e43a3572ee6c02d046021",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-07-17T06:50:48Z",
    "title_canon_sha256": "09679970020631ddda63f402737b1de230e0d10034405bc88a9a72e3f6a58e97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12835",
    "kind": "arxiv",
    "version": 1
  }
}