Pith Number

pith:GDTRDDCG

pith:2023:GDTRDDCGIWDJGEVX3BE777XH3M

not attested not anchored not stored refs pending

LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying

Hung Le, Laknath Buddhika Semage, Santu Rana, Sunil Gupta, Svetha Venkatesh, Thommen George Karimpanal, Truyen Tran

arxiv:2308.13542 v1 · 2023-08-21 · 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{GDTRDDCGIWDJGEVX3BE777XH3M}

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	2026-07-05T06:44:51.889823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30e7118c4645869312b7d849fffee7db0d95c83e69824581aaf195880c9a912f

Aliases

arxiv: 2308.13542 · arxiv_version: 2308.13542v1 · doi: 10.48550/arxiv.2308.13542 · pith_short_12: GDTRDDCGIWDJ · pith_short_16: GDTRDDCGIWDJGEVX · pith_short_8: GDTRDDCG

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/GDTRDDCGIWDJGEVX3BE777XH3M \
  | 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: 30e7118c4645869312b7d849fffee7db0d95c83e69824581aaf195880c9a912f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3558b66dfe1fbed6c1a359ebfab9d42118dfe8e3b64ab7c464b8ba91429e1aaf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-21T02:07:35Z",
    "title_canon_sha256": "9096639f8b6ba4c8fe6a6c31b97f6e5fdd56f5059448694509ee616bd39acfb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.13542",
    "kind": "arxiv",
    "version": 1
  }
}