Pith. sign in
Pith Number

pith:F57L4X6V

pith:2024:F57L4X6VQ5QZ3QD2RM3ZNHA2GK
not attested not anchored not stored refs pending

Continuous Mean-Zero Disagreement-Regularized Imitation Learning (CMZ-DRIL)

Austin Juhl, Nathan Larson, Noah Ford, Ryan W. Gardner

arxiv:2403.01059 v1 · 2024-03-02 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{F57L4X6VQ5QZ3QD2RM3ZNHA2GK}

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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 2026-07-05T07:51:15.905577Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2f7ebe5fd587619dc07a8b37969c1a3287eda1f2e3ab9e1b6910dba027669599

Aliases

arxiv: 2403.01059 · arxiv_version: 2403.01059v1 · doi: 10.48550/arxiv.2403.01059 · pith_short_12: F57L4X6VQ5QZ · pith_short_16: F57L4X6VQ5QZ3QD2 · pith_short_8: F57L4X6V
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F57L4X6VQ5QZ3QD2RM3ZNHA2GK \
  | 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: 2f7ebe5fd587619dc07a8b37969c1a3287eda1f2e3ab9e1b6910dba027669599
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6ef5d441f2f3bfef01bc8070b21a416605762c7e7594632d20f831aee6c111c4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-02T01:40:37Z",
    "title_canon_sha256": "234e8b88171bb81f20cd38dc54a5228c9057a58fe00b812fdf4cf47adc77cf15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01059",
    "kind": "arxiv",
    "version": 1
  }
}