Pith Number

pith:FAVUWT2G

pith:2023:FAVUWT2GGHSCQMQK6I3FPQOQ6D

not attested not anchored not stored refs pending

Reward-Free Curricula for Training Robust World Models

Ingmar Posner, Marc Rigter, Minqi Jiang

arxiv:2306.09205 v2 · 2023-06-15 · 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{FAVUWT2GGHSCQMQK6I3FPQOQ6D}

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

Active Inference for Self-Organizing Multi-LLM Systems: A Bayesian Thermodynamic Approach to Adaptation

Receipt and verification

First computed	2026-07-05T07:36:51.752988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

282b4b4f4631e428320af23657c1d0f0f8a0d9824ee05c919581742a2f277ca9

Aliases

arxiv: 2306.09205 · arxiv_version: 2306.09205v2 · doi: 10.48550/arxiv.2306.09205 · pith_short_12: FAVUWT2GGHSC · pith_short_16: FAVUWT2GGHSCQMQK · pith_short_8: FAVUWT2G

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/FAVUWT2GGHSCQMQK6I3FPQOQ6D \
  | 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: 282b4b4f4631e428320af23657c1d0f0f8a0d9824ee05c919581742a2f277ca9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5685526449460bfee7bf96e662d01c14e51ca53f39af481573f0dd5c20065bdc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T15:40:04Z",
    "title_canon_sha256": "760eacc939a282a853bc7a89ace29d4eb9fae79900e16a603e8f66dd39871edc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09205",
    "kind": "arxiv",
    "version": 2
  }
}