Pith Number

pith:VTUZUS56

pith:2021:VTUZUS56CL2QP3FFR7GB7YE2XQ

not attested not anchored not stored refs pending

Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles

Andreas F. Molisch, Dohyun Kwon, Guiseppe Caire, Joongheon Kim, Minseok Choi, Won Joon Yun

arxiv:2111.09425 v1 · 2021-10-12 · cs.NI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VTUZUS56CL2QP3FFR7GB7YE2XQ}

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	2026-07-05T03:33:11.497984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ace99a4bbe12f507eca58fcc1fe09abc1639debec09158b2c845ec828bb4058d

Aliases

arxiv: 2111.09425 · arxiv_version: 2111.09425v1 · doi: 10.48550/arxiv.2111.09425 · pith_short_12: VTUZUS56CL2Q · pith_short_16: VTUZUS56CL2QP3FF · pith_short_8: VTUZUS56

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/VTUZUS56CL2QP3FFR7GB7YE2XQ \
  | 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: ace99a4bbe12f507eca58fcc1fe09abc1639debec09158b2c845ec828bb4058d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c269ee0b693d88e8c8f845c19df4916e65dd4bea9ca6c4dde1e1ad372aebbc80",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-10-12T06:57:20Z",
    "title_canon_sha256": "467f73d0b8835889d6938d3c6f129f9b5c3428e49d6425ed69f976163193044b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.09425",
    "kind": "arxiv",
    "version": 1
  }
}