Pith Number

pith:D6SRAWXB

pith:2022:D6SRAWXBLCBYNMNZPYHWY4X6YX

not attested not anchored not stored refs pending

Recursive Constraints to Prevent Instability in Constrained Reinforcement Learning

Jaeyoung Lee, Krzysztof Czarnecki, Sean Sedwards

arxiv:2201.07958 v1 · 2022-01-20 · 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{D6SRAWXBLCBYNMNZPYHWY4X6YX}

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	2026-07-05T03:50:07.157758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fa5105ae1588386b1b97e0f6c72fec5d0b979552ec8f3aefc4dcc45cdb6e92a

Aliases

arxiv: 2201.07958 · arxiv_version: 2201.07958v1 · doi: 10.48550/arxiv.2201.07958 · pith_short_12: D6SRAWXBLCBY · pith_short_16: D6SRAWXBLCBYNMNZ · pith_short_8: D6SRAWXB

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/D6SRAWXBLCBYNMNZPYHWY4X6YX \
  | 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: 1fa5105ae1588386b1b97e0f6c72fec5d0b979552ec8f3aefc4dcc45cdb6e92a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09400400fe8966fcb4c5db2f955e3272a3dc5854b51a27b96cc4c55b245a1c6b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-20T02:33:24Z",
    "title_canon_sha256": "7b268a9844b2312f2f200d5ac7e5090651198b994fe57e0117bd57f44b35213a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.07958",
    "kind": "arxiv",
    "version": 1
  }
}