Pith Number

pith:FFX2XHWD

pith:2024:FFX2XHWDHYAG72Z7HR4DRRQYID

not attested not anchored not stored refs pending

Continuous-time optimal investment with portfolio constraints: a reinforcement learning approach

Duy Nguyen, Huy Chau, Thai Nguyen

arxiv:2412.10692 v1 · 2024-12-14 · q-fin.MF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FFX2XHWDHYAG72Z7HR4DRRQYID}

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

Continuous Policy and Value Iteration for Stochastic Control Problems and Its Convergence

Receipt and verification

First computed	2026-07-05T09:49:19.881533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

296fab9ec33e006feb3f3c7838c61840d4f58d01d51f6a85f503477cd14712e3

Aliases

arxiv: 2412.10692 · arxiv_version: 2412.10692v1 · doi: 10.48550/arxiv.2412.10692 · pith_short_12: FFX2XHWDHYAG · pith_short_16: FFX2XHWDHYAG72Z7 · pith_short_8: FFX2XHWD

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/FFX2XHWDHYAG72Z7HR4DRRQYID \
  | 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: 296fab9ec33e006feb3f3c7838c61840d4f58d01d51f6a85f503477cd14712e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bcd181e0bcea35ec4700ea548edaeccdb3a3df08eb8f77dccc963676bd98487",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.MF",
    "submitted_at": "2024-12-14T05:35:44Z",
    "title_canon_sha256": "a53e7da5eb3b8728e6f23d1622d37f603fd549cd2cd738d2aa3623db0953f06b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10692",
    "kind": "arxiv",
    "version": 1
  }
}