Pith Number

pith:HQUTFMSQ

pith:2022:HQUTFMSQAAJCMLC2B2QSDYB333

not attested not anchored not stored refs pending

Policy Gradients for Probabilistic Constrained Reinforcement Learning

Dharmashankar Subramanian, Santiago Paternain, Weiqin Chen

arxiv:2210.00596 v2 · 2022-10-02 · 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{HQUTFMSQAAJCMLC2B2QSDYB333}

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	2026-07-05T06:02:29.878075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c2932b2500012262c5a0ea121e03bdedd4813493504b33c6f6fbf6aa220222a

Aliases

arxiv: 2210.00596 · arxiv_version: 2210.00596v2 · doi: 10.48550/arxiv.2210.00596 · pith_short_12: HQUTFMSQAAJC · pith_short_16: HQUTFMSQAAJCMLC2 · pith_short_8: HQUTFMSQ

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/HQUTFMSQAAJCMLC2B2QSDYB333 \
  | 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: 3c2932b2500012262c5a0ea121e03bdedd4813493504b33c6f6fbf6aa220222a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b62e2aaf21a816a0e7c1af4f76a6a64f5223a96c82fd13643674a2b287da3ec2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T18:16:33Z",
    "title_canon_sha256": "700002717a9b5d22ce7bf9c430c7b61494b4fcce06e744af7b864aefff2bf23d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00596",
    "kind": "arxiv",
    "version": 2
  }
}