Pith. sign in
Pith Number

pith:REEWUCJR

pith:2023:REEWUCJRK5DM6LG4BTAOAXJRJA
not attested not anchored not stored refs pending

A Quantum States Preparation Method Based on Difference-Driven Reinforcement Learning

Bosi Wang, Jing Xu, Wenjie Liu

arxiv:2309.16972 v1 · 2023-09-29 · quant-ph · cs.AI · cs.ET · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{REEWUCJRK5DM6LG4BTAOAXJRJA}

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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 2026-07-05T08:18:00.220584Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

89096a09315746cf2cdc0cc0e05d31482fb593ddc96d3f7a9b754a1408a7e8f8

Aliases

arxiv: 2309.16972 · arxiv_version: 2309.16972v1 · doi: 10.48550/arxiv.2309.16972 · pith_short_12: REEWUCJRK5DM · pith_short_16: REEWUCJRK5DM6LG4 · pith_short_8: REEWUCJR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/REEWUCJRK5DM6LG4BTAOAXJRJA \
  | 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: 89096a09315746cf2cdc0cc0e05d31482fb593ddc96d3f7a9b754a1408a7e8f8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1d52ca5178c314ad62145a5a6fc6149d86822dff8e77d527fb348552f8a9c985",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-09-29T04:42:11Z",
    "title_canon_sha256": "fbdff5ef6b71d9f8dbd0310497885dc2a51c43d39a2af341d6393bb8489b58dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16972",
    "kind": "arxiv",
    "version": 1
  }
}