Pith Number

pith:UVBHDFTP

pith:2024:UVBHDFTPR4F3LG6FSNYFOO4ULB

not attested not anchored not stored refs pending

Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learning

Chenglin Li, Guangchun Ruan, Hua Geng

arxiv:2412.13184 v1 · 2024-12-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVBHDFTPR4F3LG6FSNYFOO4ULB}

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	2026-07-05T09:50:41.434822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a54271966f8f0bb59bc59370573b94587d4a10db7114de1661584d9f5af4ac0d

Aliases

arxiv: 2412.13184 · arxiv_version: 2412.13184v1 · doi: 10.48550/arxiv.2412.13184 · pith_short_12: UVBHDFTPR4F3 · pith_short_16: UVBHDFTPR4F3LG6F · pith_short_8: UVBHDFTP

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/UVBHDFTPR4F3LG6FSNYFOO4ULB \
  | 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: a54271966f8f0bb59bc59370573b94587d4a10db7114de1661584d9f5af4ac0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9f25bb903152bae90c3b1f7cb64e026a6807917e99d330a047f1146d0ce92e2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-17T18:58:00Z",
    "title_canon_sha256": "1fa35aa0ab5f2c63dc443c07ce5046074b82e39496533c135c63e5aaeef03d01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13184",
    "kind": "arxiv",
    "version": 1
  }
}