Pith Number

pith:XFO6EDLV

pith:2024:XFO6EDLVGTCMUKBUDJ723EBMKS

not attested not anchored not stored refs pending

Learning Action-based Representations Using Invariance

Amy Zhang, Caleb Chuck, Kevin Black, Max Rudolph, Misha Lvovsky, Scott Niekum

arxiv:2403.16369 v3 · 2024-03-25 · cs.LG · cs.AI · 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{XFO6EDLVGTCMUKBUDJ723EBMKS}

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

2 papers in Pith

Learning Object Manipulation from Scratch via Contrastive Interaction

Predictive Objectives Discard Exogenous Control-Relevant Features: A Controlled Mechanistic Study

Receipt and verification

First computed	2026-07-05T08:35:44.691300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b95de20d7534c4ca28341a7fad902c548b266635efb6079bc6caa1bbf18f1959

Aliases

arxiv: 2403.16369 · arxiv_version: 2403.16369v3 · doi: 10.48550/arxiv.2403.16369 · pith_short_12: XFO6EDLVGTCM · pith_short_16: XFO6EDLVGTCMUKBU · pith_short_8: XFO6EDLV

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/XFO6EDLVGTCMUKBUDJ723EBMKS \
  | 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: b95de20d7534c4ca28341a7fad902c548b266635efb6079bc6caa1bbf18f1959

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "682e82153bf921b8ad68e9e0cf90d6ef257f588c70453545ee6e9cd811a8bb51",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-25T02:17:54Z",
    "title_canon_sha256": "38abc1a67fcdf1104cc19e43995896bdde3bb0898c63317a8e2982375eafc584"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16369",
    "kind": "arxiv",
    "version": 3
  }
}