Pith Number

pith:3GHV5LHP

pith:2024:3GHV5LHPVRTBJC2FL557OUJZU3

not attested not anchored not stored refs pending

Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning

Caroline Wang, Peter Stone, Xuesu Xiao, Yuke Zhu, Zizhao Wang

arxiv:2401.12497 v1 · 2024-01-23 · cs.AI · cs.LG · 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{3GHV5LHPVRTBJC2FL557OUJZU3}

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

Causal Information Prioritization for Efficient Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:54:38.649632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d98f5eacefac66148b455f7bf75139a6faa9a91980db657d5c30d00fe7e215e5

Aliases

arxiv: 2401.12497 · arxiv_version: 2401.12497v1 · doi: 10.48550/arxiv.2401.12497 · pith_short_12: 3GHV5LHPVRTB · pith_short_16: 3GHV5LHPVRTBJC2F · pith_short_8: 3GHV5LHP

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/3GHV5LHPVRTBJC2FL557OUJZU3 \
  | 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: d98f5eacefac66148b455f7bf75139a6faa9a91980db657d5c30d00fe7e215e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ce17635ad128149fee606a607c2c65ab13c6d1f3d163b7a0395dbae7d9415ab",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-01-23T05:43:15Z",
    "title_canon_sha256": "d8fe19a25753f9c7b8c6d35a9875416876b28053c052c32f0ac3991bb5d0bbcd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12497",
    "kind": "arxiv",
    "version": 1
  }
}