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Pith Number

pith:VONYAEIX

pith:2016:VONYAEIXI7Y2DKSADDCWSUL2HO
not attested not anchored not stored refs pending

Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation

Ardavan Saeedi, Joshua B. Tenenbaum, Karthik R. Narasimhan, Tejas D. Kulkarni

arxiv:1604.06057 v2 · 2016-04-20 · cs.LG · cs.AI · cs.CV · cs.NE · stat.ML

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\usepackage{pith}
\pithnumber{VONYAEIXI7Y2DKSADDCWSUL2HO}

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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

2 papers in Pith

Receipt and verification
First computed 2026-05-18T01:13:11.062513Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ab9b80111747f1a1aa4018c569517a3ba68e6e0fffca123c717625616f0d4d4e

Aliases

arxiv: 1604.06057 · arxiv_version: 1604.06057v2 · doi: 10.48550/arxiv.1604.06057 · pith_short_12: VONYAEIXI7Y2 · pith_short_16: VONYAEIXI7Y2DKSA · pith_short_8: VONYAEIX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VONYAEIXI7Y2DKSADDCWSUL2HO \
  | 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: ab9b80111747f1a1aa4018c569517a3ba68e6e0fffca123c717625616f0d4d4e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6a56db752b04c3965a2f7f7b3c8caf8dd8267426941e44d8a441a254d07f50f7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-04-20T18:47:48Z",
    "title_canon_sha256": "1b2663fc291a7db8c2482dab007e9b02d11f15708f58719f088c44d54d59a705"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1604.06057",
    "kind": "arxiv",
    "version": 2
  }
}