Pith Number

pith:FISLBZVY

pith:2021:FISLBZVY4ZICBZ27LACZD7BPSD

not attested not anchored not stored refs pending

Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap

Gokul Swamy, J. Andrew Bagnell, Sanjiban Choudhury, Zhiwei Steven Wu

arxiv:2103.03236 v2 · 2021-03-04 · cs.LG · cs.RO · 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{FISLBZVY4ZICBZ27LACZD7BPSD}

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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

Confounded Causal Imitation Learning with Instrumental Variables

Receipt and verification

First computed	2026-07-05T02:48:21.869533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a24b0e6b8e65020e75f580591fc2f90c4aad61be43b88d0a39013a0dd7cf41d

Aliases

arxiv: 2103.03236 · arxiv_version: 2103.03236v2 · doi: 10.48550/arxiv.2103.03236 · pith_short_12: FISLBZVY4ZIC · pith_short_16: FISLBZVY4ZICBZ27 · pith_short_8: FISLBZVY

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/FISLBZVY4ZICBZ27LACZD7BPSD \
  | 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: 2a24b0e6b8e65020e75f580591fc2f90c4aad61be43b88d0a39013a0dd7cf41d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00f8972b8cdaa412bbde5f934689812350f5ba622fc1de196d04b6cb127d8279",
    "cross_cats_sorted": [
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-04T18:57:11Z",
    "title_canon_sha256": "c209fc9ca2e97f1be8f6b57c7a32d099644728746c5facc3836fd5979dd7cdb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.03236",
    "kind": "arxiv",
    "version": 2
  }
}