Pith Number

pith:FI5J6NCE

pith:2023:FI5J6NCE5YB3NUB4F7FQPFSVOW

not attested not anchored not stored refs pending

Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret

Han Zhong, Jiachen Hu, Liwei Wang, Tongyang Li, Yecheng Xue

arxiv:2302.10796 v2 · 2023-02-21 · quant-ph · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FI5J6NCE5YB3NUB4F7FQPFSVOW}

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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.

Cited by

1 paper in Pith

Quantum Algorithms for Bandits with Knapsacks with Improved Regret and Time Complexities

Receipt and verification

First computed	2026-07-05T08:31:02.686893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a3a9f3444ee03b6d03c2fcb07965575895aa0be0d7db5d765dc066c42823c9a

Aliases

arxiv: 2302.10796 · arxiv_version: 2302.10796v2 · doi: 10.48550/arxiv.2302.10796 · pith_short_12: FI5J6NCE5YB3 · pith_short_16: FI5J6NCE5YB3NUB4 · pith_short_8: FI5J6NCE

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/FI5J6NCE5YB3NUB4F7FQPFSVOW \
  | 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: 2a3a9f3444ee03b6d03c2fcb07965575895aa0be0d7db5d765dc066c42823c9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bec5444fee1de9f0aa57b318c9b65436621515793ce1b5b0e6f66fc667c0c6c1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-02-21T16:23:11Z",
    "title_canon_sha256": "dca2cdf3a25061e3853a64dc39f80704c655d729560e2284398393886871995d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.10796",
    "kind": "arxiv",
    "version": 2
  }
}