Pith Number

pith:HHGKWRNJ

pith:2026:HHGKWRNJPXCEQ7IIRYMKZVAJAI

not attested not anchored not stored refs pending

LLM-Driven Automated Reward Design for Reinforcement Learning-Based Routing in LEO Satellite Networks

and Carlos A. Astudillo, Nelson L. S. da Fonseca, Walter P. Casas

arxiv:2608.01649 v1 · 2026-08-03 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HHGKWRNJPXCEQ7IIRYMKZVAJAI}

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	2026-08-04T02:06:20.072627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39ccab45a97dc4487d088e18acd40902309dbd81b5396450280f0fa92f27875f

Aliases

arxiv: 2608.01649 · arxiv_version: 2608.01649v1 · doi: 10.48550/arxiv.2608.01649 · pith_short_12: HHGKWRNJPXCE · pith_short_16: HHGKWRNJPXCEQ7II · pith_short_8: HHGKWRNJ

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/HHGKWRNJPXCEQ7IIRYMKZVAJAI \
  | 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: 39ccab45a97dc4487d088e18acd40902309dbd81b5396450280f0fa92f27875f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35a00f1bf4a1df8bbd252f9ae170b1db36fa043afa335db0a03a2e8ee3e7bda1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2026-08-03T03:40:09Z",
    "title_canon_sha256": "cbf83b9167302d82d9e5049288d52c0e6bb736658e6ec312bff34f5aa5acd112"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01649",
    "kind": "arxiv",
    "version": 1
  }
}