Pith Number

pith:BO4C7TIW

pith:2025:BO4C7TIWHKTVTSBOCVUSGFD5HZ

not attested not anchored not stored refs pending

Safe Deployment of Offline Reinforcement Learning via Input Convex Action Correction

Alex Durkin, Bei Li, Christian Michler, Jasper Stolte, Matthew Jones, Mehmet Mercang\"oz, Raghuraman Pitchumani

arxiv:2507.22640 v1 · 2025-07-30 · eess.SY · cs.AI · cs.LG · cs.SY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BO4C7TIWHKTVTSBOCVUSGFD5HZ}

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	2026-07-05T11:45:46.094658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bb82fcd163aa759c82e156923147d3e70371719b98d639f6e622d29b6452f7f

Aliases

arxiv: 2507.22640 · arxiv_version: 2507.22640v1 · doi: 10.48550/arxiv.2507.22640 · pith_short_12: BO4C7TIWHKTV · pith_short_16: BO4C7TIWHKTVTSBO · pith_short_8: BO4C7TIW

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/BO4C7TIWHKTVTSBOCVUSGFD5HZ \
  | 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: 0bb82fcd163aa759c82e156923147d3e70371719b98d639f6e622d29b6452f7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1011db05b0765737c3aefc8fa2b9c362c836eec3abf94b5f3e7fe5b3d6421e4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-07-30T12:58:02Z",
    "title_canon_sha256": "a604e48f98aeaa8ef8d55ee1df4e8104e56ee95f088c5afe9edb7ca88e7e494e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22640",
    "kind": "arxiv",
    "version": 1
  }
}