Pith. sign in
Pith Number

pith:ZWESESUF

pith:2023:ZWESESUFLPAXA65REPLKTFUCZR
not attested not anchored not stored refs pending

Actor-Critic with variable time discretization via sustained actions

Jakub {\L}yskawa, Pawe{\l} Wawrzy\'nski

arxiv:2308.04299 v1 · 2023-08-08 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZWESESUFLPAXA65REPLKTFUCZR}

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 2026-07-05T06:39:25.275439Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cd89224a855bc1707bb123d6a99682cc475108aadef2c220f6476f215afdd1a7

Aliases

arxiv: 2308.04299 · arxiv_version: 2308.04299v1 · doi: 10.48550/arxiv.2308.04299 · pith_short_12: ZWESESUFLPAX · pith_short_16: ZWESESUFLPAXA65R · pith_short_8: ZWESESUF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZWESESUFLPAXA65REPLKTFUCZR \
  | 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: cd89224a855bc1707bb123d6a99682cc475108aadef2c220f6476f215afdd1a7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "601029696037f7fb1edcb89899ff7d761ffec5adf2ec9a132d724fc2e79e1baa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-08T14:45:00Z",
    "title_canon_sha256": "e428113f7d44424d8a4268fcc4100979e390f6dd4d2096d0e328c7c14f2270ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.04299",
    "kind": "arxiv",
    "version": 1
  }
}