Pith Number

pith:E246QXTC

pith:2024:E246QXTCD74MBDFUQIYAIN5CGT

not attested not anchored not stored refs pending

Fast Convergence of Softmax Policy Mirror Ascent

Issam Laradji, Nicolas Le Roux, Reza Asad, Reza Babanezhad, Sharan Vaswani

arxiv:2411.12042 v2 · 2024-11-18 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E246QXTCD74MBDFUQIYAIN5CGT}

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.

Cited by

1 paper in Pith

Dissecting Discrete Soft Actor-Critic: Limitations and Principled Alternatives

Receipt and verification

First computed	2026-07-05T11:12:22.349286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26b9e85e621ff8c08cb482300437a234c0166906d9a2514b72d9e5788950c546

Aliases

arxiv: 2411.12042 · arxiv_version: 2411.12042v2 · doi: 10.48550/arxiv.2411.12042 · pith_short_12: E246QXTCD74M · pith_short_16: E246QXTCD74MBDFU · pith_short_8: E246QXTC

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/E246QXTCD74MBDFUQIYAIN5CGT \
  | 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: 26b9e85e621ff8c08cb482300437a234c0166906d9a2514b72d9e5788950c546

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "474ab19d9573630e505861fed161b017df65764da3ee30bdcb0938051faa522b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T20:27:13Z",
    "title_canon_sha256": "c0f515bd9cf83b558c5b023166e2b209594d6a8b9c242c2aa8008e1d5ea22489"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12042",
    "kind": "arxiv",
    "version": 2
  }
}