Pith Number

pith:5P3OVO6M

pith:2023:5P3OVO6MWU7XIKZPC6HXOSNVIE

not attested not anchored not stored refs pending

Reinforcement Learning with Temporal-Logic-Based Causal Diagrams

Daniel Neider, Jean-Rapha\"el Gaglione, Nasim Baharisangari, Rajarshi Roy, Ufuk Topcu, Xiaoming Duan, Yash Paliwal, Zhe Xu

arxiv:2306.13732 v1 · 2023-06-23 · cs.AI · cs.FL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5P3OVO6MWU7XIKZPC6HXOSNVIE}

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.

Receipt and verification

First computed	2026-07-05T06:24:14.674441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebf6eabbccb53f742b2f178f7749b54123f3dbbe6ffd3d251681361aea010307

Aliases

arxiv: 2306.13732 · arxiv_version: 2306.13732v1 · doi: 10.48550/arxiv.2306.13732 · pith_short_12: 5P3OVO6MWU7X · pith_short_16: 5P3OVO6MWU7XIKZP · pith_short_8: 5P3OVO6M

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/5P3OVO6MWU7XIKZPC6HXOSNVIE \
  | 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: ebf6eabbccb53f742b2f178f7749b54123f3dbbe6ffd3d251681361aea010307

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c2216ce4ff9e7a18403a533d5e5ee44e97f5832eeeadf3dba979c331de986e3",
    "cross_cats_sorted": [
      "cs.FL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-06-23T18:42:27Z",
    "title_canon_sha256": "82056543290c7c218794457833244b0346093cdbb83b0d717f21e21c27540868"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13732",
    "kind": "arxiv",
    "version": 1
  }
}