Pith Number

pith:KPRQNP7Y

pith:2024:KPRQNP7Y5OMZDAL6UTB7CH5FA5

not attested not anchored not stored refs pending

Generalized Multi-Objective Reinforcement Learning with Envelope Updates in URLLC-enabled Vehicular Networks

Hina Tabassum, Zijiang Yan

arxiv:2405.11331 v3 · 2024-05-18 · cs.LG · cs.AI · 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{KPRQNP7Y5OMZDAL6UTB7CH5FA5}

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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

Hierarchical and Collaborative LLM-Based Control for Multi-UAV Motion and Communication in Integrated Terrestrial and Non-Terrestrial Networks

Receipt and verification

First computed	2026-07-05T11:21:32.913040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53e306bff8eb9991817ea4c3f11fa507621da3d8f63a7c885fc144622a6a15d1

Aliases

arxiv: 2405.11331 · arxiv_version: 2405.11331v3 · doi: 10.48550/arxiv.2405.11331 · pith_short_12: KPRQNP7Y5OMZ · pith_short_16: KPRQNP7Y5OMZDAL6 · pith_short_8: KPRQNP7Y

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/KPRQNP7Y5OMZDAL6UTB7CH5FA5 \
  | 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: 53e306bff8eb9991817ea4c3f11fa507621da3d8f63a7c885fc144622a6a15d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f021011469acaf912b0dd8197930eb26bd45bf0cb11cb0acef726f1b8f4d5312",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-18T16:31:32Z",
    "title_canon_sha256": "1c2c690e1ed805c0b7a7744df84c721b2ac52a8edba860de18e997db374d5ddb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11331",
    "kind": "arxiv",
    "version": 3
  }
}