Pith Number

pith:KYASULWE

pith:2024:KYASULWEYSJHUIKOYE4U4AVHXN

not attested not anchored not stored refs pending

Words as Beacons: Guiding RL Agents with High-Level Language Prompts

Alain Andres, Javier Del Ser, Pedro G.Bascoy, Unai Ruiz-Gonzalez

arxiv:2410.08632 v1 · 2024-10-11 · cs.AI · cs.CL · 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{KYASULWEYSJHUIKOYE4U4AVHXN}

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	2026-07-05T09:19:15.422240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56012a2ec4c4927a214ec1394e02a7bb6635f7f55bda721e97ddcdf15855c637

Aliases

arxiv: 2410.08632 · arxiv_version: 2410.08632v1 · doi: 10.48550/arxiv.2410.08632 · pith_short_12: KYASULWEYSJH · pith_short_16: KYASULWEYSJHUIKO · pith_short_8: KYASULWE

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/KYASULWEYSJHUIKOYE4U4AVHXN \
  | 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: 56012a2ec4c4927a214ec1394e02a7bb6635f7f55bda721e97ddcdf15855c637

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "637f6d7e5f8aa3f1362ae585edf789ebca6d283177b0db79f02c485ba5677f84",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-11T08:54:45Z",
    "title_canon_sha256": "3b615d0e231102502f984593a364daf9c42cebc49e14287d05e9db9b0030b80e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08632",
    "kind": "arxiv",
    "version": 1
  }
}