Pith Number

pith:YRQM3OSW

pith:2022:YRQM3OSWIIZ5EG6XN3QVCB2NHX

not attested not anchored not stored refs pending

Intrinsically Motivated Learning of Causal World Models

Louis Annabi

arxiv:2208.04892 v1 · 2022-08-09 · cs.AI · 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{YRQM3OSWIIZ5EG6XN3QVCB2NHX}

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

Efficient and Generalizable Environmental Understanding for Visual Navigation

Receipt and verification

First computed	2026-07-05T04:47:20.302825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c460cdba564233d21bd76ee151074d3dfecbb2eae6bc6a828a0eed1b365a7bca

Aliases

arxiv: 2208.04892 · arxiv_version: 2208.04892v1 · doi: 10.48550/arxiv.2208.04892 · pith_short_12: YRQM3OSWIIZ5 · pith_short_16: YRQM3OSWIIZ5EG6X · pith_short_8: YRQM3OSW

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/YRQM3OSWIIZ5EG6XN3QVCB2NHX \
  | 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: c460cdba564233d21bd76ee151074d3dfecbb2eae6bc6a828a0eed1b365a7bca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55ae8e9245e68e7428cffdcfc11eec37001989ebcb660c754b018cdd651ad143",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-08-09T16:48:28Z",
    "title_canon_sha256": "b204bde8a6946e79e7998d9232648f96620fdf740924eea557b9f9312cae5212"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.04892",
    "kind": "arxiv",
    "version": 1
  }
}