Pith Number

pith:OLIZEFOC

pith:2024:OLIZEFOCHQWMA5W4XGNAKG2YQB

not attested not anchored not stored refs pending

Explainable Multi-Agent Reinforcement Learning for Extended Reality Codec Adaptation

Majid Bavand, Medhat Elsayed, Melike Erol-Kantarci, Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Yigit Ozcan

arxiv:2411.14264 v1 · 2024-11-21 · 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{OLIZEFOCHQWMA5W4XGNAKG2YQB}

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	2026-07-05T09:38:44.350581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72d19215c23c2cc076dcb99a051b5880432a43aee26e8f34e741a703d4f6399f

Aliases

arxiv: 2411.14264 · arxiv_version: 2411.14264v1 · doi: 10.48550/arxiv.2411.14264 · pith_short_12: OLIZEFOCHQWM · pith_short_16: OLIZEFOCHQWMA5W4 · pith_short_8: OLIZEFOC

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/OLIZEFOCHQWMA5W4XGNAKG2YQB \
  | 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: 72d19215c23c2cc076dcb99a051b5880432a43aee26e8f34e741a703d4f6399f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c80c624f51fd15cd948961efd8640220004c8459c556b0b1322ff94c034eb02",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-11-21T16:20:31Z",
    "title_canon_sha256": "aadae95bda40cc2a1dccc63684835855fc51f325d4c1e7334c1d07608b99e4e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14264",
    "kind": "arxiv",
    "version": 1
  }
}