Pith Number

pith:XZXTEEFO

pith:2024:XZXTEEFOIN7QN3KAQJYDSPJTO6

not attested not anchored not stored refs pending

Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding

Calum Imrie, Daniel Bethell, Radu Calinescu, Simos Gerasimou

arxiv:2405.18180 v3 · 2024-05-28 · cs.AI · 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{XZXTEEFOIN7QN3KAQJYDSPJTO6}

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.

Cited by

1 paper in Pith

Uncertainty-Aware and Temporally Regulated Expert Advice in Reinforcement Learning for Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:59:05.375834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be6f3210ae437f06ed408270393d3377be4af80d9ec4a252e27b918e5cd8f797

Aliases

arxiv: 2405.18180 · arxiv_version: 2405.18180v3 · doi: 10.48550/arxiv.2405.18180 · pith_short_12: XZXTEEFOIN7Q · pith_short_16: XZXTEEFOIN7QN3KA · pith_short_8: XZXTEEFO

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/XZXTEEFOIN7QN3KAQJYDSPJTO6 \
  | 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: be6f3210ae437f06ed408270393d3377be4af80d9ec4a252e27b918e5cd8f797

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e384665bb00fb7d8269822d1ea7509ee0d79d21a9172ec261424d392c70b0ed",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-28T13:47:21Z",
    "title_canon_sha256": "ecbd762d44f9068e214d80a65ed2d0b42461538a15d7720e530428c93e663c92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18180",
    "kind": "arxiv",
    "version": 3
  }
}