Pith Number

pith:KFEOVFFX

pith:2022:KFEOVFFXW434HLVHEZHQ7M4E5K

not attested not anchored not stored refs pending

On the Robustness of Safe Reinforcement Learning under Observational Perturbations

Bo Li, Ding Zhao, Huan Zhang, Jie Tan, Zhepeng Cen, Zijian Guo, Zuxin Liu

arxiv:2205.14691 v3 · 2022-05-29 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KFEOVFFXW434HLVHEZHQ7M4E5K}

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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

2 papers in Pith

Safe-RULE: Safe Reinforcement UnLEarning

Why Does Agentic Safety Fail to Generalize Across Tasks?

Receipt and verification

First computed	2026-07-05T05:47:15.705823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5148ea94b7b737c3aea7264f0fb384eaad7b9cf89bfdfc0ae615bee718551264

Aliases

arxiv: 2205.14691 · arxiv_version: 2205.14691v3 · doi: 10.48550/arxiv.2205.14691 · pith_short_12: KFEOVFFXW434 · pith_short_16: KFEOVFFXW434HLVH · pith_short_8: KFEOVFFX

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/KFEOVFFXW434HLVHEZHQ7M4E5K \
  | 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: 5148ea94b7b737c3aea7264f0fb384eaad7b9cf89bfdfc0ae615bee718551264

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7112489d218529d8e892e40045bac90423b0d3abcfe80323ff29543e3eb3d63",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-29T15:25:03Z",
    "title_canon_sha256": "fb8b4402f6f938fb3c923b080618e1bda0cadd7982bb2797ad4cbb0c9e97904d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.14691",
    "kind": "arxiv",
    "version": 3
  }
}