Pith Number

pith:S6SZMDUT

pith:2022:S6SZMDUTPIBCJTVAJR6OVUK62P

not attested not anchored not stored refs pending

Quantum Reinforcement Learning via Policy Iteration

Anupam Prakash, El Amine Cherrat, Iordanis Kerenidis

arxiv:2203.01889 v1 · 2022-03-03 · quant-ph · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S6SZMDUTPIBCJTVAJR6OVUK62P}

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	2026-07-05T07:16:31.384364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97a5960e937a0224cea04c7cead15ed3eda37ef8e3daf8c2a0e94ac498b3d88f

Aliases

arxiv: 2203.01889 · arxiv_version: 2203.01889v1 · doi: 10.48550/arxiv.2203.01889 · pith_short_12: S6SZMDUTPIBC · pith_short_16: S6SZMDUTPIBCJTVA · pith_short_8: S6SZMDUT

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/S6SZMDUTPIBCJTVAJR6OVUK62P \
  | 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: 97a5960e937a0224cea04c7cead15ed3eda37ef8e3daf8c2a0e94ac498b3d88f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b831c74818277b70388eee1f3bae9699d06a822dc4d39d31ef34df3038e7b157",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-03-03T18:08:17Z",
    "title_canon_sha256": "6f4daf4d2cfb17405d2fea77619dfb3a73a4bf65140ce8efda5952c9bab6d607"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.01889",
    "kind": "arxiv",
    "version": 1
  }
}