Pith Number

pith:VIPIYBMF

pith:2020:VIPIYBMFNXHZ7SIBOMVCAIBLM5

not attested not anchored not stored refs pending

Fully Asynchronous Policy Evaluation in Distributed Reinforcement Learning over Networks

Jiaqi Zhang, Kaiqing Zhang, Keyou You, Tamer Ba\c{s}ar, Xingyu Sha

arxiv:2003.00433 v3 · 2020-03-01 · cs.LG · cs.MA · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VIPIYBMFNXHZ7SIBOMVCAIBLM5}

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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

Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization

Receipt and verification

First computed	2026-07-05T02:08:48.093770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa1e8c05856dcf9fc901732a20202b6743fe2ccfb1ec579c409eb1481299d4e0

Aliases

arxiv: 2003.00433 · arxiv_version: 2003.00433v3 · doi: 10.48550/arxiv.2003.00433 · pith_short_12: VIPIYBMFNXHZ · pith_short_16: VIPIYBMFNXHZ7SIB · pith_short_8: VIPIYBMF

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/VIPIYBMFNXHZ7SIBOMVCAIBLM5 \
  | 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: aa1e8c05856dcf9fc901732a20202b6743fe2ccfb1ec579c409eb1481299d4e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29056c84a3345b3692ea5b9966ffab2acef8b5a7adad6f49e61649d881275d21",
    "cross_cats_sorted": [
      "cs.MA",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-01T08:12:08Z",
    "title_canon_sha256": "1f8a5e4fa422640e0bb3e712872bcc0169aa165837ba7aa6ad551b611bf43148"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.00433",
    "kind": "arxiv",
    "version": 3
  }
}