Pith Number

pith:ZQ55PB4Q

pith:2023:ZQ55PB4QFJWS7NPFWFRBMEJWRR

not attested not anchored not stored refs pending

Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes

Bhargav Ganguly, Vaneet Aggarwal, Yang Xu

arxiv:2310.11684 v4 · 2023-10-18 · 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{ZQ55PB4QFJWS7NPFWFRBMEJWRR}

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

Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach

Receipt and verification

First computed	2026-07-05T11:09:57.296521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc3bd787902a6d2fb5e5b1621611368c5e9d36dc3c07b36657e531e63041b196

Aliases

arxiv: 2310.11684 · arxiv_version: 2310.11684v4 · doi: 10.48550/arxiv.2310.11684 · pith_short_12: ZQ55PB4QFJWS · pith_short_16: ZQ55PB4QFJWS7NPF · pith_short_8: ZQ55PB4Q

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/ZQ55PB4QFJWS7NPFWFRBMEJWRR \
  | 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: cc3bd787902a6d2fb5e5b1621611368c5e9d36dc3c07b36657e531e63041b196

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e13a34fa6caeff56859d5c3acc21278fcc74e86eda6cea05accc4b79b693f22",
    "cross_cats_sorted": [
      "cs.AI",
      "quant-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-18T03:17:51Z",
    "title_canon_sha256": "10f4e700362498b4d3f0c1762d302e64bf9889268054c13487f2af0c56405773"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11684",
    "kind": "arxiv",
    "version": 4
  }
}