Pith Number

pith:V56BGWUB

pith:2019:V56BGWUBDUDBRCC3R6NQKAQJ3K

not attested not anchored not stored refs pending

Deep reinforcement learning for scheduling in large-scale networked control systems

Adrian Redder, Arunselvan Ramaswamy, Daniel E. Quevedo

arxiv:1905.05992 v2 · 2019-05-15 · eess.SY · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V56BGWUBDUDBRCC3R6NQKAQJ3K}

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	2026-06-04T20:14:30.839994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af7c135a811d0618885b8f9b050209da8e3816214885d2612508c913b4c83f9c

Aliases

arxiv: 1905.05992 · arxiv_version: 1905.05992v2 · doi: 10.48550/arxiv.1905.05992 · pith_short_12: V56BGWUBDUDB · pith_short_16: V56BGWUBDUDBRCC3 · pith_short_8: V56BGWUB

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/V56BGWUBDUDBRCC3R6NQKAQJ3K \
  | 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: af7c135a811d0618885b8f9b050209da8e3816214885d2612508c913b4c83f9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "508dad09dbed8df03d421651c9d373a11da68f4b5de586ec68463115ef79295c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2019-05-15T07:32:06Z",
    "title_canon_sha256": "712338358b4585e4576bdad529c3003616c157db17f1fbc33d7fc5079e0d9bb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05992",
    "kind": "arxiv",
    "version": 2
  }
}