Pith Number

pith:6KE3ZQH5

pith:2022:6KE3ZQH5HRXAECVFS4LOFK5AMY

not attested not anchored not stored refs pending

Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength

Huifang Huang, Jin Guo, Peng Zhang, Ting Gao, Yi Gui

arxiv:2205.15056 v1 · 2022-05-30 · q-fin.MF · cs.LG · q-fin.PM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6KE3ZQH5HRXAECVFS4LOFK5AMY}

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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

Equilibrium World Models

Receipt and verification

First computed	2026-07-05T04:27:23.907693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f289bcc0fd3c6e020aa59716e2aba06610229999e83bee974575f027e313727d

Aliases

arxiv: 2205.15056 · arxiv_version: 2205.15056v1 · doi: 10.48550/arxiv.2205.15056 · pith_short_12: 6KE3ZQH5HRXA · pith_short_16: 6KE3ZQH5HRXAECVF · pith_short_8: 6KE3ZQH5

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/6KE3ZQH5HRXAECVFS4LOFK5AMY \
  | 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: f289bcc0fd3c6e020aa59716e2aba06610229999e83bee974575f027e313727d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f1aeef584f1a4445dede82c314a876a02de572758e56696ef045260ebcfce07",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.PM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.MF",
    "submitted_at": "2022-05-30T12:36:48Z",
    "title_canon_sha256": "2c06fca3634b484639525b81bfbfb21cadc21d3d5c2d2d5d6ec89016d1b0afdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15056",
    "kind": "arxiv",
    "version": 1
  }
}