Pith Number

pith:AORIYVFZ

pith:2025:AORIYVFZOIUTNPHLPJBJHUBD7T

not attested not anchored not stored refs pending

Counterfactual Explanations for Continuous Action Reinforcement Learning

Lu Feng, Shangtong Zhang, Shuyang Dong

arxiv:2505.12701 v1 · 2025-05-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AORIYVFZOIUTNPHLPJBJHUBD7T}

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	2026-07-05T11:05:08.540665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03a28c54b9722936bceb7a4293d023fcc15191a91aa4e61dbc0300c39f015cbd

Aliases

arxiv: 2505.12701 · arxiv_version: 2505.12701v1 · doi: 10.48550/arxiv.2505.12701 · pith_short_12: AORIYVFZOIUT · pith_short_16: AORIYVFZOIUTNPHL · pith_short_8: AORIYVFZ

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/AORIYVFZOIUTNPHLPJBJHUBD7T \
  | 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: 03a28c54b9722936bceb7a4293d023fcc15191a91aa4e61dbc0300c39f015cbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a28afe1c0c7f89adb0778fc2b24d9ff5624c62a0d7b449bdd29447405c4a9167",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-19T04:41:54Z",
    "title_canon_sha256": "e59e6560c8abd7e41f9de018609b20f7cdcc481926d9455516885caad4e5885e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12701",
    "kind": "arxiv",
    "version": 1
  }
}