Pith Number

pith:4BE3RRJ6

pith:2024:4BE3RRJ6T3J5E5NRSO6TOECGVM

not attested not anchored not stored refs pending

Decision Transformers for Wireless Communications: A New Paradigm of Resource Management

H. Vincent Poor, Jie Zhang, Jun Li, Long Shi, Shi Jin, Wen Chen, Zhe Wang

arxiv:2404.05199 v2 · 2024-04-08 · eess.SP · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4BE3RRJ6T3J5E5NRSO6TOECGVM}

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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

Decision Transformers for RIS-Assisted Systems with Diffusion Model-Based Channel Acquisition

Receipt and verification

First computed	2026-07-05T09:19:55.061693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e049b8c53e9ed3d275b193bd371046ab3dbce11721ba049ffd5c5c3ec682e05b

Aliases

arxiv: 2404.05199 · arxiv_version: 2404.05199v2 · doi: 10.48550/arxiv.2404.05199 · pith_short_12: 4BE3RRJ6T3J5 · pith_short_16: 4BE3RRJ6T3J5E5NR · pith_short_8: 4BE3RRJ6

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/4BE3RRJ6T3J5E5NRSO6TOECGVM \
  | 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: e049b8c53e9ed3d275b193bd371046ab3dbce11721ba049ffd5c5c3ec682e05b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4edcd20d3e947ebe8ae3ea55eed53645fc16ff2296a9a5082cc0197b63c8241d",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-04-08T05:02:48Z",
    "title_canon_sha256": "b82284a1000783b47e96ab7d4ab44ce042f48fb76d6745e99ea464b27170a3ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05199",
    "kind": "arxiv",
    "version": 2
  }
}