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Pith Number

pith:RE62ZCVL

pith:2021:RE62ZCVLJ6OJ5RPUDSAQGAWAE5
not attested not anchored not stored refs pending

Smooth Q-learning: Accelerate Convergence of Q-learning Using Similarity

Jizhou Lai, Wei Liao, Xiaohui Wei

arxiv:2106.01134 v1 · 2021-06-02 · cs.AI

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\usepackage{pith}
\pithnumber{RE62ZCVLJ6OJ5RPUDSAQGAWAE5}

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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 2026-07-05T02:45:44.162928Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

893dac8aab4f9c9ec5f41c810302c02776ae88978494d3b176727f9418471cd2

Aliases

arxiv: 2106.01134 · arxiv_version: 2106.01134v1 · doi: 10.48550/arxiv.2106.01134 · pith_short_12: RE62ZCVLJ6OJ · pith_short_16: RE62ZCVLJ6OJ5RPU · pith_short_8: RE62ZCVL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RE62ZCVLJ6OJ5RPUDSAQGAWAE5 \
  | 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: 893dac8aab4f9c9ec5f41c810302c02776ae88978494d3b176727f9418471cd2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ef5835dc810ce2e4f9933a5a2dde255ae09ef640801b64bdcbc0a1db3089e11d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-06-02T13:05:24Z",
    "title_canon_sha256": "5a81fa940c389795043d4772632bafc809466af4027885e3f33497a7fe12f678"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.01134",
    "kind": "arxiv",
    "version": 1
  }
}