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Pith Number

pith:DCCVAO27

pith:2019:DCCVAO27XUQ55LZQBITZUJEIJ2
not attested not anchored not stored refs pending

Learning Nearly Decomposable Value Functions Via Communication Minimization

Chongjie Zhang, Chongyi Zheng, Jianhao Wang, Tonghan Wang

arxiv:1910.05366 v2 · 2019-10-11 · cs.LG · stat.ML

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\pithnumber{DCCVAO27XUQ55LZQBITZUJEIJ2}

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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.

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2 papers in Pith

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First computed 2026-07-05T01:20:12.753567Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1885503b5fbd21deaf300a279a24884e817f31ee00f6459cbe6ba1e781bf1fae

Aliases

arxiv: 1910.05366 · arxiv_version: 1910.05366v2 · doi: 10.48550/arxiv.1910.05366 · pith_short_12: DCCVAO27XUQ5 · pith_short_16: DCCVAO27XUQ55LZQ · pith_short_8: DCCVAO27
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DCCVAO27XUQ55LZQBITZUJEIJ2 \
  | 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: 1885503b5fbd21deaf300a279a24884e817f31ee00f6459cbe6ba1e781bf1fae
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "97aad75d8acfc8564247372378d227299db251e58e1012fda714175fca52e672",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-11T18:31:15Z",
    "title_canon_sha256": "d40efd7ae0fb5105ce2d806b1bfa2ea36673f67765b2baf31861a6cef66963d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.05366",
    "kind": "arxiv",
    "version": 2
  }
}