Pith Number

pith:DIWEEKY4

pith:2022:DIWEEKY4CFOKJUG5RUJDO7OU7F

not attested not anchored not stored refs pending

Emergency action termination for immediate reaction in hierarchical reinforcement learning

Artur Grudkowski, Jakub {\L}yskawa, Mateusz Ostaszewski, Micha{\l} Bortkiewicz, Pawe{\l} Wawrzy\'nski, Tomasz Trzci\'nski

arxiv:2211.06351 v1 · 2022-11-11 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DIWEEKY4CFOKJUG5RUJDO7OU7F}

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	2026-07-05T05:15:20.055394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a2c422b1c115ca4d0dd8d12377dd4f96844166364dd27282de67c7dae19ae47

Aliases

arxiv: 2211.06351 · arxiv_version: 2211.06351v1 · doi: 10.48550/arxiv.2211.06351 · pith_short_12: DIWEEKY4CFOK · pith_short_16: DIWEEKY4CFOKJUG5 · pith_short_8: DIWEEKY4

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/DIWEEKY4CFOKJUG5RUJDO7OU7F \
  | 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: 1a2c422b1c115ca4d0dd8d12377dd4f96844166364dd27282de67c7dae19ae47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a24a6fa1c62773aeef4e6c6197451748410650e49d260c01f248f2458e1e9e1d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-11T16:56:02Z",
    "title_canon_sha256": "90259bdfd971bba5a29302230eb6a2903306d34fea291ccc4c0f99b9c55e96c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06351",
    "kind": "arxiv",
    "version": 1
  }
}