Pith Number

pith:T2CGGSQY

pith:2024:T2CGGSQYQZDMYSOQLFFHZJ52PR

not attested not anchored not stored refs pending

Infinite-Horizon Reinforcement Learning with Multinomial Logistic Function Approximation

Dabeen Lee, Jaehyun Park, Junyeop Kwon

arxiv:2406.13633 v3 · 2024-06-19 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T2CGGSQYQZDMYSOQLFFHZJ52PR}

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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

Minimax Optimal Variance-Aware Regret Bounds for Multinomial Logistic MDPs

Receipt and verification

First computed	2026-07-05T09:19:59.691994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e84634a188646cc49d0594a7ca7ba7c6ac0f5fb9f07d4f597319791296de045

Aliases

arxiv: 2406.13633 · arxiv_version: 2406.13633v3 · doi: 10.48550/arxiv.2406.13633 · pith_short_12: T2CGGSQYQZDM · pith_short_16: T2CGGSQYQZDMYSOQ · pith_short_8: T2CGGSQY

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/T2CGGSQYQZDMYSOQLFFHZJ52PR \
  | 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: 9e84634a188646cc49d0594a7ca7ba7c6ac0f5fb9f07d4f597319791296de045

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4cff1852dfce6bc57361c00cc4582f5e02e3d6add67b3ed7c86db326b6a5d03",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-19T15:29:14Z",
    "title_canon_sha256": "93f0ce35b246ebe07f2c210dbe0ef210f02c02b31ad0a7526eab3dc359506ad6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13633",
    "kind": "arxiv",
    "version": 3
  }
}