Pith Number

pith:P3CFOFEO

pith:2026:P3CFOFEO4YMKIW63FSM7RW4MU4

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Reliability Based Bi-Objective Portfolio Optimization

Aditya Gupta, Raghu Nandan Sengupta, Sounaq Das, Tanmay Sen

arxiv:2607.06610 v1 · 2026-07-07 · cs.LG · cs.AI · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P3CFOFEO4YMKIW63FSM7RW4MU4}

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.

Receipt and verification

First computed	2026-07-09T00:19:20.293968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ec457148ee618a45bdb2c99f8db8ca72d6b261d50de890667bba60ecd67e5ef

Aliases

arxiv: 2607.06610 · arxiv_version: 2607.06610v1 · doi: 10.48550/arxiv.2607.06610 · pith_short_12: P3CFOFEO4YMK · pith_short_16: P3CFOFEO4YMKIW63 · pith_short_8: P3CFOFEO

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/P3CFOFEO4YMKIW63FSM7RW4MU4 \
  | 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: 7ec457148ee618a45bdb2c99f8db8ca72d6b261d50de890667bba60ecd67e5ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "598ded90753a4a61912b4a74a3274f2dfcda50a5a2496bbb029d7691183a3fd3",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T06:24:32Z",
    "title_canon_sha256": "d3e86794d88a490f0948219769f8598bfaac0bd3b57a1a2e8160ae8f559b9b95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06610",
    "kind": "arxiv",
    "version": 1
  }
}