Pith Number

pith:CGKV2AVM

pith:2024:CGKV2AVMTTWV7HTIZARHQ75LCB

not attested not anchored not stored refs pending

Deep Reinforcement Learning Strategies in Finance: Insights into Asset Holding, Trading Behavior, and Purchase Diversity

Akram Mirzaeinia, Alireza Mohammadshafie, Amir Mirzaeinia, Haseebullah Jumakhan

arxiv:2407.09557 v1 · 2024-06-29 · q-fin.TR · cs.AI · 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{CGKV2AVMTTWV7HTIZARHQ75LCB}

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

Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions

Receipt and verification

First computed	2026-07-05T08:43:32.270590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11955d02ac9ced5f9e68c822787fab1043d0240b06b21f5644d7a54d4546ec76

Aliases

arxiv: 2407.09557 · arxiv_version: 2407.09557v1 · doi: 10.48550/arxiv.2407.09557 · pith_short_12: CGKV2AVMTTWV · pith_short_16: CGKV2AVMTTWV7HTI · pith_short_8: CGKV2AVM

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/CGKV2AVMTTWV7HTIZARHQ75LCB \
  | 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: 11955d02ac9ced5f9e68c822787fab1043d0240b06b21f5644d7a54d4546ec76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b320bc4e4ac2b4b8bdffe64a026f2153eb58cce02dba130625bf0387dd3c8f61",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2024-06-29T20:56:58Z",
    "title_canon_sha256": "5e47260af80d85cf34379ceadfaff85e1a303fc328dcc3d70eebd2ed180ef9fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09557",
    "kind": "arxiv",
    "version": 1
  }
}