Pith Number

pith:CNWINKR4

pith:2023:CNWINKR4K7TM3KXKSKZ4FXEJD7

not attested not anchored not stored refs pending

A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints

Ming Shi, Ness Shroff, Yingbin Liang

arxiv:2302.04375 v1 · 2023-02-08 · 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{CNWINKR4K7TM3KXKSKZ4FXEJD7}

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.

Cited by

2 papers in Pith

Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time

Online Resource Allocation With General Constraints

Receipt and verification

First computed	2026-07-05T05:40:13.157841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

136c86aa3c57e6cdaaea92b3c2dc891ff6d37d049c81251ff4590640717075a4

Aliases

arxiv: 2302.04375 · arxiv_version: 2302.04375v1 · doi: 10.48550/arxiv.2302.04375 · pith_short_12: CNWINKR4K7TM · pith_short_16: CNWINKR4K7TM3KXK · pith_short_8: CNWINKR4

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/CNWINKR4K7TM3KXKSKZ4FXEJD7 \
  | 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: 136c86aa3c57e6cdaaea92b3c2dc891ff6d37d049c81251ff4590640717075a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f7429bbcca79927e325174a872f23285f81f5d7ac9d018ad4db630cf267c4be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-08T23:42:04Z",
    "title_canon_sha256": "0ef679078eab6e73ebb36aa296c068e91b57eb25c5c6c3122f36a24644ab604e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.04375",
    "kind": "arxiv",
    "version": 1
  }
}