Pith Number

pith:BNISRJCM

pith:2019:BNISRJCMTQP75F7CC2VBNI3TUG

not attested not anchored not stored refs pending

Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift

Carles Gelada, Marc G. Bellemare

arxiv:1901.09455 v1 · 2019-01-27 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BNISRJCMTQP75F7CC2VBNI3TUG}

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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

1 paper in Pith

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog

Receipt and verification

First computed	2026-05-17T23:55:24.695881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b5128a44c9c1ffe97e216aa16a373a1a90b0ce78995175d792caa3a02b7fef5

Aliases

arxiv: 1901.09455 · arxiv_version: 1901.09455v1 · doi: 10.48550/arxiv.1901.09455 · pith_short_12: BNISRJCMTQP7 · pith_short_16: BNISRJCMTQP75F7C · pith_short_8: BNISRJCM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/BNISRJCMTQP75F7CC2VBNI3TUG \
  | 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: 0b5128a44c9c1ffe97e216aa16a373a1a90b0ce78995175d792caa3a02b7fef5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53e97d88bb3a616e50bc1ba6d441bac1c3b1c5c97c049633bd8d464e46612348",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-27T22:56:50Z",
    "title_canon_sha256": "0b75f90db82ba9f2a58fcbe5ace08bfff93cdda5ef603b11d634301249f61c51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09455",
    "kind": "arxiv",
    "version": 1
  }
}