Pith Number

pith:BX2B4SDZ

pith:2015:BX2B4SDZCZJUT3SOBXJ2KBTS6Y

not attested not anchored not stored refs pending

Risk-Constrained Reinforcement Learning with Percentile Risk Criteria

Lucas Janson, Marco Pavone, Mohammad Ghavamzadeh, Yinlam Chow

arxiv:1512.01629 v3 · 2015-12-05 · cs.AI · cs.LG · 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{BX2B4SDZCZJUT3SOBXJ2KBTS6Y}

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	2026-05-18T00:46:55.904609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0df41e4879165349ee4e0dd3a50672f6307deec48b18f3f0ff4a39e418ac4a56

Aliases

arxiv: 1512.01629 · arxiv_version: 1512.01629v3 · doi: 10.48550/arxiv.1512.01629 · pith_short_12: BX2B4SDZCZJU · pith_short_16: BX2B4SDZCZJUT3SO · pith_short_8: BX2B4SDZ

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/BX2B4SDZCZJUT3SOBXJ2KBTS6Y \
  | 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: 0df41e4879165349ee4e0dd3a50672f6307deec48b18f3f0ff4a39e418ac4a56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09de375fba7c9a4bd9437a3497db8537d635e4b6b4bbf2faf33779578b693888",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-12-05T06:39:32Z",
    "title_canon_sha256": "7ab69bcde3f4915a20d7639acad0e3f1f2dd47cc521b2a74c7c8d6c42c40e09c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.01629",
    "kind": "arxiv",
    "version": 3
  }
}