Pith Number

pith:4GPDGZIA

pith:2021:4GPDGZIAR7O7H65TUVUFO7JHAT

not attested not anchored not stored refs pending

Robust Maximum Entropy Behavior Cloning

Brendan Crowe, Marek Petrik, Momotaz Begum, Mostafa Hussein

arxiv:2101.01251 v1 · 2021-01-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4GPDGZIAR7O7H65TUVUFO7JHAT}

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

Swarm Behavior Cloning

Receipt and verification

First computed	2026-07-05T02:04:30.454513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e19e3365008fddf3fbb3a568577d2704d43b873b39b2c5baa6a22781efb81311

Aliases

arxiv: 2101.01251 · arxiv_version: 2101.01251v1 · doi: 10.48550/arxiv.2101.01251 · pith_short_12: 4GPDGZIAR7O7 · pith_short_16: 4GPDGZIAR7O7H65T · pith_short_8: 4GPDGZIA

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/4GPDGZIAR7O7H65TUVUFO7JHAT \
  | 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: e19e3365008fddf3fbb3a568577d2704d43b873b39b2c5baa6a22781efb81311

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c61a20edb428809d22fcbd0772e882315c9b1f84154f35b8c326d16da5278e7d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-04T22:08:46Z",
    "title_canon_sha256": "40830ad63d542b07f0ef582faf0ae12b5fa5b5cee73d8fce27149bd3ccaca9b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.01251",
    "kind": "arxiv",
    "version": 1
  }
}