Pith Number

pith:RSTF4DU4

pith:2024:RSTF4DU4DTHAYSPF6A5HTNB2VW

not attested not anchored not stored refs pending

Compatible Gradient Approximations for Actor-Critic Algorithms

Baturay Saglam, Dionysis Kalogerias

arxiv:2409.01477 v2 · 2024-09-02 · 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{RSTF4DU4DTHAYSPF6A5HTNB2VW}

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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.

Cited by

1 paper in Pith

Soft Deterministic Policy Gradient with Gaussian Smoothing

Receipt and verification

First computed	2026-07-05T10:11:23.627073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ca65e0e9c1cce0c49e5f03a79b43aad89764591486195f3d5c5a775b5bfc67e

Aliases

arxiv: 2409.01477 · arxiv_version: 2409.01477v2 · doi: 10.48550/arxiv.2409.01477 · pith_short_12: RSTF4DU4DTHA · pith_short_16: RSTF4DU4DTHAYSPF · pith_short_8: RSTF4DU4

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/RSTF4DU4DTHAYSPF6A5HTNB2VW \
  | 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: 8ca65e0e9c1cce0c49e5f03a79b43aad89764591486195f3d5c5a775b5bfc67e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a846b4993bac838a49268f27f14ded96000d0e25cbdbac3c7dda3e81e252bf7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-02T22:00:50Z",
    "title_canon_sha256": "88ed5f64903016fe11c329c6082b873b1735935a13441df86fbc8e3f3ebd79ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01477",
    "kind": "arxiv",
    "version": 2
  }
}