Pith Number

pith:AWYXK3I7

pith:2018:AWYXK3I7FESL6GGULWU3LKMMAR

not attested not anchored not stored refs pending

PAC-Bayes Control: Learning Policies that Provably Generalize to Novel Environments

Alec Farid, Anirudha Majumdar, Anoopkumar Sonar

arxiv:1806.04225 v5 · 2018-06-11 · cs.RO · cs.AI · cs.LG · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AWYXK3I7FESL6GGULWU3LKMMAR}

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	2026-06-04T19:11:58.265242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05b1756d1f2924bf18d45da9b5a98c0442e0b25499b31bb4a44bdd856a50cb94

Aliases

arxiv: 1806.04225 · arxiv_version: 1806.04225v5 · doi: 10.48550/arxiv.1806.04225 · pith_short_12: AWYXK3I7FESL · pith_short_16: AWYXK3I7FESL6GGU · pith_short_8: AWYXK3I7

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/AWYXK3I7FESL6GGULWU3LKMMAR \
  | 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: 05b1756d1f2924bf18d45da9b5a98c0442e0b25499b31bb4a44bdd856a50cb94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "532439efa660ac78329104554d1dc516595bc2b986d46f294211a7af65bf3384",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2018-06-11T20:23:25Z",
    "title_canon_sha256": "8f17ce916d84ea33dc79f07778908c31cdbc8db59272b24bd954622f0c97ea9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.04225",
    "kind": "arxiv",
    "version": 5
  }
}