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Pith Number

pith:BZKIAICT

pith:2017:BZKIAICTT5H4MJM6LGO5JRAFZB
not attested not anchored not stored refs pending

OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning

David Meger, Doina Precup, Joelle Pineau, Peter Henderson, Pierre-Luc Bacon, Wei-Di Chang

arxiv:1709.06683 v2 · 2017-09-20 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BZKIAICTT5H4MJM6LGO5JRAFZB}

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 2026-05-18T00:29:40.726516Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0e548020539f4fc6259e599dd4c405c8792e6e43bb50b19bdc20754bce959ce0

Aliases

arxiv: 1709.06683 · arxiv_version: 1709.06683v2 · doi: 10.48550/arxiv.1709.06683 · pith_short_12: BZKIAICTT5H4 · pith_short_16: BZKIAICTT5H4MJM6 · pith_short_8: BZKIAICT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BZKIAICTT5H4MJM6LGO5JRAFZB \
  | 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: 0e548020539f4fc6259e599dd4c405c8792e6e43bb50b19bdc20754bce959ce0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0420f4369cc2b1fdb15a8abb96bd67c50ac3afdc32e44b9b226535933d596977",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-09-20T00:10:52Z",
    "title_canon_sha256": "77c596b22b12a6c657e9da74fab92e3204b474bcd54ecca5ae898b34d5dc3a24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.06683",
    "kind": "arxiv",
    "version": 2
  }
}