Pith Number

pith:BCBDYLVD

pith:2020:BCBDYLVD3PGQFHMNTBWMEV3AMG

not attested not anchored not stored refs pending

MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System

Jaewoo Kang, Jinho Lee, Raehyun Kim, Seok-Won Yi

arxiv:2007.05402 v1 · 2020-07-10 · cs.AI · cs.CE · cs.LG · 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{BCBDYLVD3PGQFHMNTBWMEV3AMG}

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

Building crypto portfolios with agentic AI

Receipt and verification

First computed	2026-07-05T01:17:46.260752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08823c2ea3dbcd029d8d986cc2576061a6a01fe09a56178fbc4e106ab3d56440

Aliases

arxiv: 2007.05402 · arxiv_version: 2007.05402v1 · doi: 10.48550/arxiv.2007.05402 · pith_short_12: BCBDYLVD3PGQ · pith_short_16: BCBDYLVD3PGQFHMN · pith_short_8: BCBDYLVD

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/BCBDYLVD3PGQFHMNTBWMEV3AMG \
  | 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: 08823c2ea3dbcd029d8d986cc2576061a6a01fe09a56178fbc4e106ab3d56440

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7918f85471df08bb6c79da6fdedb4285ab66ab42ef449e3bde6416fd76b2ee31",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-07-10T14:08:12Z",
    "title_canon_sha256": "2e63d4360934255b87c17ac82c0016901c90f1bd5dd3bff6eb4b4cf6c81ba1c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.05402",
    "kind": "arxiv",
    "version": 1
  }
}