Pith Number

pith:OOVVGXUH

pith:2023:OOVVGXUHSRXRXI624PXMFP62DK

not attested not anchored not stored refs pending

Neuro-symbolic Meta Reinforcement Learning for Trading

Ashwin Srinivasan, Gautam Shroff, Lovekesh Vig, Prayushi Faldu, S I Harini

arxiv:2302.08996 v1 · 2023-01-15 · cs.AI · cs.LG · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OOVVGXUHSRXRXI624PXMFP62DK}

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

Neuro-Symbolic AI in 2024: A Systematic Review

Receipt and verification

First computed	2026-07-05T05:43:04.960773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73ab535e87946f1ba3dae3eec2bfda1a9f949fe1379ced63095227430aac0383

Aliases

arxiv: 2302.08996 · arxiv_version: 2302.08996v1 · doi: 10.48550/arxiv.2302.08996 · pith_short_12: OOVVGXUHSRXR · pith_short_16: OOVVGXUHSRXRXI62 · pith_short_8: OOVVGXUH

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/OOVVGXUHSRXRXI624PXMFP62DK \
  | 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: 73ab535e87946f1ba3dae3eec2bfda1a9f949fe1379ced63095227430aac0383

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cfb2b6d391f60d90c66379c2efa55d7954c5afeed417cccaf2ea6b189a94ca8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-01-15T16:38:43Z",
    "title_canon_sha256": "fa3957c1b0cfc71f6eec330f4deea2ca7f7e7c0a4a341c69c5397180953b422c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08996",
    "kind": "arxiv",
    "version": 1
  }
}