Pith Number

pith:MQYAMW7R

pith:2023:MQYAMW7RYJJRXESUJH4YYP5NP3

not attested not anchored not stored refs pending

Gradient Shaping for Multi-Constraint Safe Reinforcement Learning

Ding Zhao, Peide Huang, Tingnan Zhang, Wenhao Yu, Yihang Yao, Zhepeng Cen, Zuxin Liu

arxiv:2312.15127 v1 · 2023-12-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MQYAMW7RYJJRXESUJH4YYP5NP3}

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	2026-07-05T07:27:31.201905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6430065bf1c2531b925449f98c3fad7ed21b97774d06b6ff3b7eaf45ee809e4b

Aliases

arxiv: 2312.15127 · arxiv_version: 2312.15127v1 · doi: 10.48550/arxiv.2312.15127 · pith_short_12: MQYAMW7RYJJR · pith_short_16: MQYAMW7RYJJRXESU · pith_short_8: MQYAMW7R

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/MQYAMW7RYJJRXESUJH4YYP5NP3 \
  | 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: 6430065bf1c2531b925449f98c3fad7ed21b97774d06b6ff3b7eaf45ee809e4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8620dcef6393a0f8882318a1788e1a52e6d7ca6015f38229040d55cd208a8052",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-23T00:55:09Z",
    "title_canon_sha256": "c17f784558e6a068873247c1a28084b492feaa72f081d274ab7bb4cb7e68d049"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.15127",
    "kind": "arxiv",
    "version": 1
  }
}