Pith Number

pith:HYRE7SUS

pith:2020:HYRE7SUSSLT43B3IRTVTUKZID5

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Asset Allocation in US Equities

Miquel Noguer i Alonso, Sonam Srivastava

arxiv:2010.04404 v1 · 2020-10-09 · q-fin.PM · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HYRE7SUSSLT43B3IRTVTUKZID5}

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

Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards

Receipt and verification

First computed	2026-07-05T01:41:36.914052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e224fca9292e7cd87688ceb3a2b281f4ec784bd9e222a048244fe22dc8b087b

Aliases

arxiv: 2010.04404 · arxiv_version: 2010.04404v1 · doi: 10.48550/arxiv.2010.04404 · pith_short_12: HYRE7SUSSLT4 · pith_short_16: HYRE7SUSSLT43B3I · pith_short_8: HYRE7SUS

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/HYRE7SUSSLT43B3IRTVTUKZID5 \
  | 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: 3e224fca9292e7cd87688ceb3a2b281f4ec784bd9e222a048244fe22dc8b087b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec971122c9b4c3d03024013af029c3e5d9218132d99c7d87cf368ef39151f0a0",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.PM",
    "submitted_at": "2020-10-09T07:25:55Z",
    "title_canon_sha256": "62b93d0e324608e773e30e71f98b0d0bd4ba32af5c32d8dbcaaf5a8f685c758f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.04404",
    "kind": "arxiv",
    "version": 1
  }
}