Pith. sign in
Pith Number

pith:ZDMFOJJY

pith:2020:ZDMFOJJYBH5FHPZBEZA3NIBUOY
not attested not anchored not stored refs pending

oIRL: Robust Adversarial Inverse Reinforcement Learning with Temporally Extended Actions

David Venuto, Doina Precup, Gavin McCracken, Jhelum Chakravorty, Junhao Wang, Leonard Boussioux

arxiv:2002.09043 v1 · 2020-02-20 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZDMFOJJYBH5FHPZBEZA3NIBUOY}

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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.
Receipt and verification
First computed 2026-07-05T00:42:44.884455Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c8d857253809fa53bf212641b6a03476145baa21bea1e18fb9086bacbb689665

Aliases

arxiv: 2002.09043 · arxiv_version: 2002.09043v1 · doi: 10.48550/arxiv.2002.09043 · pith_short_12: ZDMFOJJYBH5F · pith_short_16: ZDMFOJJYBH5FHPZB · pith_short_8: ZDMFOJJY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZDMFOJJYBH5FHPZBEZA3NIBUOY \
  | 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: c8d857253809fa53bf212641b6a03476145baa21bea1e18fb9086bacbb689665
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e0806f62f6705eacbf81cf94d15504c3458d33cd17635ac9e6c6dd9b9badf662",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-20T22:21:41Z",
    "title_canon_sha256": "c3d54e720217cc4cd0a9c4f0a97f162f68651cb7a623a24672b496243e301fe7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.09043",
    "kind": "arxiv",
    "version": 1
  }
}