Pith Number

pith:742HC3TB

pith:2025:742HC3TB5QT36QPMQ5M3BJ5RKU

not attested not anchored not stored refs pending

Causal Information Prioritization for Efficient Reinforcement Learning

Fan Feng, Hongye Cao, Jing Huo, Tianpei Yang, Yang Gao

arxiv:2502.10097 v1 · 2025-02-14 · 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{742HC3TB5QT36QPMQ5M3BJ5RKU}

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

Causality-informed Anomaly Detection in Partially Observable Sensor Networks: Moving beyond Correlations

Receipt and verification

First computed	2026-07-05T10:14:28.078127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff34716e61ec27bf41ec8759b0a7b1550e6e989afc67898911165d8732084a93

Aliases

arxiv: 2502.10097 · arxiv_version: 2502.10097v1 · doi: 10.48550/arxiv.2502.10097 · pith_short_12: 742HC3TB5QT3 · pith_short_16: 742HC3TB5QT36QPM · pith_short_8: 742HC3TB

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/742HC3TB5QT36QPMQ5M3BJ5RKU \
  | 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: ff34716e61ec27bf41ec8759b0a7b1550e6e989afc67898911165d8732084a93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0f98c3e0583cf2eedccb8ba0bc55d6bf04bc3dbdecb042372c612365afd0f4f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-14T11:44:17Z",
    "title_canon_sha256": "ab76545eb6ef5d294672e1f74b2e5d58a01abd54635a3441612389516301a182"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10097",
    "kind": "arxiv",
    "version": 1
  }
}