Pith Number

pith:I4AMHPHR

pith:2025:I4AMHPHRVLYWXVMSIMMTLFDTGG

not attested not anchored not stored refs pending

Q-Policy: Quantum-Enhanced Policy Evaluation for Scalable Reinforcement Learning

Aarav Lala, Kalyan Cherukuri, Yash Yardi

arxiv:2505.11862 v2 · 2025-05-17 · cs.LG · cs.AI · quant-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I4AMHPHRVLYWXVMSIMMTLFDTGG}

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	2026-07-05T11:17:45.489086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4700c3bcf1aaf16bd592431935947331ae077462904122b9ca431e17355ef8b5

Aliases

arxiv: 2505.11862 · arxiv_version: 2505.11862v2 · doi: 10.48550/arxiv.2505.11862 · pith_short_12: I4AMHPHRVLYW · pith_short_16: I4AMHPHRVLYWXVMS · pith_short_8: I4AMHPHR

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/I4AMHPHRVLYWXVMSIMMTLFDTGG \
  | 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: 4700c3bcf1aaf16bd592431935947331ae077462904122b9ca431e17355ef8b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ffb2531b44cb9252a2130876ae03dbac25f673e9c79874f2cd2206266004668",
    "cross_cats_sorted": [
      "cs.AI",
      "quant-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-17T06:03:32Z",
    "title_canon_sha256": "e1d050b32744dccafeac06a97eda9eb0b877eff42ec66378d6c8108e69cdd639"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11862",
    "kind": "arxiv",
    "version": 2
  }
}