Pith Number

pith:IZD3VIAO

pith:2021:IZD3VIAOXD6QIPOLUMWNKB2N2L

not attested not anchored not stored refs pending

CoMPS: Continual Meta Policy Search

Chelsea Finn, Glen Berseth, Grace Zhang, Sergey Levine, Zhiwei Zhang

arxiv:2112.04467 v1 · 2021-12-08 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZD3VIAOXD6QIPOLUMWNKB2N2L}

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

A Survey of Reinforcement Learning for Large Reasoning Models

Receipt and verification

First computed	2026-07-05T03:39:09.795261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4647baa00eb8fd043dcba32cd5074dd2d02d927900bd5261e66f602204372b79

Aliases

arxiv: 2112.04467 · arxiv_version: 2112.04467v1 · doi: 10.48550/arxiv.2112.04467 · pith_short_12: IZD3VIAOXD6Q · pith_short_16: IZD3VIAOXD6QIPOL · pith_short_8: IZD3VIAO

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/IZD3VIAOXD6QIPOLUMWNKB2N2L \
  | 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: 4647baa00eb8fd043dcba32cd5074dd2d02d927900bd5261e66f602204372b79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d71c2b6b83423e04694060f859d386f22ab38e15297c0ad2ec9a8452e8a54200",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-08T18:53:08Z",
    "title_canon_sha256": "bddefc26d3b9e40e8d4288887839f7bf409875f2dc8f1beaf8b37b8a49126968"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.04467",
    "kind": "arxiv",
    "version": 1
  }
}