Pith Number

pith:UQEDKTKY

pith:2024:UQEDKTKYA4A6QB223UV7JNML7U

not attested not anchored not stored refs pending

On the Modeling Capabilities of Large Language Models for Sequential Decision Making

Alexander Toshev, Bogdan Mazoure, Devon Hjelm, Martin Klissarov

arxiv:2410.05656 v1 · 2024-10-08 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQEDKTKYA4A6QB223UV7JNML7U}

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

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong

Receipt and verification

First computed	2026-07-05T09:17:22.982559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a408354d580701e8075add2bf4b58bfd2983e7f0a103415d824295d6dfec2ed4

Aliases

arxiv: 2410.05656 · arxiv_version: 2410.05656v1 · doi: 10.48550/arxiv.2410.05656 · pith_short_12: UQEDKTKYA4A6 · pith_short_16: UQEDKTKYA4A6QB22 · pith_short_8: UQEDKTKY

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/UQEDKTKYA4A6QB223UV7JNML7U \
  | 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: a408354d580701e8075add2bf4b58bfd2983e7f0a103415d824295d6dfec2ed4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29689d1f22172515c9b3a1cb069721b61ff37ae133ac8b6cbc634ab8b90a47f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-08T03:12:57Z",
    "title_canon_sha256": "98ae627aea0f0328992ec814d56b41e613c1a202ddf9fc4342db09c0d787eba8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05656",
    "kind": "arxiv",
    "version": 1
  }
}