Pith Number

pith:YF4JPHQG

pith:2026:YF4JPHQGDU3O35P37HSNAGXM5B

not attested not anchored not stored refs pending

Safe Continual Reinforcement Learning under Nonstationarity via Adaptive Safety Constraints

Timofey Tomashevskiy

arxiv:2605.18842 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{YF4JPHQGDU3O35P37HSNAGXM5B}

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	2026-05-20T00:06:25.287920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c178979e061d36edf5fbf9e4d01aece85b71c6cf064dbc34ed21dafe099e80f2

Aliases

arxiv: 2605.18842 · arxiv_version: 2605.18842v1 · doi: 10.48550/arxiv.2605.18842 · pith_short_12: YF4JPHQGDU3O · pith_short_16: YF4JPHQGDU3O35P3 · pith_short_8: YF4JPHQG

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/YF4JPHQGDU3O35P37HSNAGXM5B \
  | 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: c178979e061d36edf5fbf9e4d01aece85b71c6cf064dbc34ed21dafe099e80f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94e2c908cf1cffc3ba3d4967fab64445c218d397e54291c5e5eaf7bd6dd4f70e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-13T04:10:10Z",
    "title_canon_sha256": "30ab8a4474aa9a52574483579e625a197ed0253a32ec8f00ad207eb385d629be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18842",
    "kind": "arxiv",
    "version": 1
  }
}