Pith Number

pith:7C3JHUD5

pith:2025:7C3JHUD5CZOCV6YYGVQHX2DFRV

not attested not anchored not stored refs pending

CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization

Bo Li, Derui Wang, Diksha Goel, Gang Li, Kristen Moore, Liming Zhu, Minhui Xue, Minjune Kim, Robin Doss, Seyit Camtepe, Yang Li

arxiv:2501.17667 v2 · 2025-01-29 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7C3JHUD5CZOCV6YYGVQHX2DFRV}

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	2026-07-05T10:41:20.065564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8b693d07d165c2afb1835607be8658d4e3acfa660f027adf9dfd2998f739a15

Aliases

arxiv: 2501.17667 · arxiv_version: 2501.17667v2 · doi: 10.48550/arxiv.2501.17667 · pith_short_12: 7C3JHUD5CZOC · pith_short_16: 7C3JHUD5CZOCV6YY · pith_short_8: 7C3JHUD5

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/7C3JHUD5CZOCV6YYGVQHX2DFRV \
  | 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: f8b693d07d165c2afb1835607be8658d4e3acfa660f027adf9dfd2998f739a15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7320f44e34e8f348d61e1937355cedbed24365d226e681130b6a97bad126d3ee",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-29T14:08:08Z",
    "title_canon_sha256": "b933d71cf8dc1ed294b3a15895184be2a2350ea9dd9e56d0c3a4feaed7ba7abe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17667",
    "kind": "arxiv",
    "version": 2
  }
}