Pith. sign in
Pith Number

pith:3OSCP2NA

pith:2025:3OSCP2NA6XXZ7TXJ4LVPY2QQWU
not attested not anchored not stored refs pending

Verification-Guided Falsification for Safe RL via Explainable Abstraction and Risk-Aware Exploration

Debashis Gupta, Risal Shefin, Sarra Alqahtani, Thai Le, Tuan Le

arxiv:2506.03469 v1 · 2025-06-04 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3OSCP2NA6XXZ7TXJ4LVPY2QQWU}

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 2026-07-05T11:15:28.004073Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dba427e9a0f5ef9fcee9e2eafc6a10b51a4c176432b20bfed13ac51dbfa46940

Aliases

arxiv: 2506.03469 · arxiv_version: 2506.03469v1 · doi: 10.48550/arxiv.2506.03469 · pith_short_12: 3OSCP2NA6XXZ · pith_short_16: 3OSCP2NA6XXZ7TXJ · pith_short_8: 3OSCP2NA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3OSCP2NA6XXZ7TXJ4LVPY2QQWU \
  | 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: dba427e9a0f5ef9fcee9e2eafc6a10b51a4c176432b20bfed13ac51dbfa46940
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "70f2d0c3ed0f210f49cfabb8db6638d39613b4d392787ead65799e8e39949326",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-04T00:54:01Z",
    "title_canon_sha256": "d6c489e6bcfa7547a0caa32a03363d46953a4a8216ed6d8571ee6b7f6a990876"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03469",
    "kind": "arxiv",
    "version": 1
  }
}