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Pith Number

pith:G43E7K3U

pith:2018:G43E7K3UE7QOBMXB7GBYOVRQXB
not attested not anchored not stored refs pending

Learning to Understand Goal Specifications by Modelling Reward

Arian Hosseini, Dzmitry Bahdanau, Edward Grefenstette, Edward Hughes, Felix Hill, Jan Leike, Pushmeet Kohli

arxiv:1806.01946 v4 · 2018-06-05 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{G43E7K3UE7QOBMXB7GBYOVRQXB}

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

Receipt and verification
First computed 2026-07-05T00:27:56.834919Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

37364fab7427e0e0b2e1f983875630b85d000c931087573308a029e10d351990

Aliases

arxiv: 1806.01946 · arxiv_version: 1806.01946v4 · doi: 10.48550/arxiv.1806.01946 · pith_short_12: G43E7K3UE7QO · pith_short_16: G43E7K3UE7QOBMXB · pith_short_8: G43E7K3U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/G43E7K3UE7QOBMXB7GBYOVRQXB \
  | 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: 37364fab7427e0e0b2e1f983875630b85d000c931087573308a029e10d351990
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0a1de79b78721fb7065d0520739504e5fd0803200b03668c8de60f5d24993e4c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-06-05T22:01:51Z",
    "title_canon_sha256": "3a7e487bcc20a63f74f8a004da4a281d21f6d740301e66aa857a01cb77eff372"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01946",
    "kind": "arxiv",
    "version": 4
  }
}