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Pith Number

pith:NKY2LTAU

pith:2019:NKY2LTAUEKQPJ3QFIMPPB4VOLY
not attested not anchored not stored refs pending

Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning

Harsh Gupta, Lei Ying, R. Srikant

arxiv:1907.06290 v1 · 2019-07-14 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{NKY2LTAUEKQPJ3QFIMPPB4VOLY}

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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

Receipt and verification
First computed 2026-05-17T23:40:38.027951Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6ab1a5cc1422a0f4ee05431ef0f2ae5e15cb131326d29ba8b89647cdbb6fd563

Aliases

arxiv: 1907.06290 · arxiv_version: 1907.06290v1 · doi: 10.48550/arxiv.1907.06290 · pith_short_12: NKY2LTAUEKQP · pith_short_16: NKY2LTAUEKQPJ3QF · pith_short_8: NKY2LTAU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NKY2LTAUEKQPJ3QFIMPPB4VOLY \
  | 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: 6ab1a5cc1422a0f4ee05431ef0f2ae5e15cb131326d29ba8b89647cdbb6fd563
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5b2024857b974a5592a91f975637e27e2006162d82eac47a4d20fa3035e1afb4",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-14T22:20:46Z",
    "title_canon_sha256": "9fe407efa3867cdc3e0facc340cbbd78d00ff720b32d83adea54a2221156213d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06290",
    "kind": "arxiv",
    "version": 1
  }
}