Pith Number

pith:IGVJ4GBZ

pith:2026:IGVJ4GBZVOFH5VHT7VNZDC3QCR

not attested not anchored not stored refs pending

From Cumulative Constraints to Adaptive Runtime Safety Control for Nonstationary Reinforcement Learning

Timofey Tomashevskiy

arxiv:2605.18841 v1 · 2026-05-13 · 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{IGVJ4GBZVOFH5VHT7VNZDC3QCR}

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	2026-05-20T00:06:25.264772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41aa9e1839ab8a7ed4f3fd5b918b7014546b1379e30dbc1a431a6f667f09989f

Aliases

arxiv: 2605.18841 · arxiv_version: 2605.18841v1 · doi: 10.48550/arxiv.2605.18841 · pith_short_12: IGVJ4GBZVOFH · pith_short_16: IGVJ4GBZVOFH5VHT · pith_short_8: IGVJ4GBZ

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/IGVJ4GBZVOFH5VHT7VNZDC3QCR \
  | 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: 41aa9e1839ab8a7ed4f3fd5b918b7014546b1379e30dbc1a431a6f667f09989f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7aa4da326cb389f1846a876b4d869155c50b8eb0f6972604df14e9df344237a9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-13T03:34:13Z",
    "title_canon_sha256": "67c20f15e882c4960695354512a35cc4722c89962ac1adb888e359e5e6af6c5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18841",
    "kind": "arxiv",
    "version": 1
  }
}