Pith Number

pith:KNV2I6SC

pith:2019:KNV2I6SCYYZXOC7QPSSFILBXXI

not attested not anchored not stored refs pending

Influence-Based Multi-Agent Exploration

Chongjie Zhang, Jianhao Wang, Tonghan Wang, Yi Wu

arxiv:1910.05512 v1 · 2019-10-12 · cs.LG · cs.MA · 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{KNV2I6SCYYZXOC7QPSSFILBXXI}

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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

2 papers in Pith

Optimistic {\epsilon}-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning

Centralized Adaptive Sampling for Reliable Co-Training of Independent Multi-Agent Policies

Receipt and verification

First computed	2026-07-05T00:28:24.936905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

536ba47a42c633770bf07ca4542c37ba11be9ebda8f16132ebee3ee31c551459

Aliases

arxiv: 1910.05512 · arxiv_version: 1910.05512v1 · doi: 10.48550/arxiv.1910.05512 · pith_short_12: KNV2I6SCYYZX · pith_short_16: KNV2I6SCYYZXOC7Q · pith_short_8: KNV2I6SC

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/KNV2I6SCYYZXOC7QPSSFILBXXI \
  | 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: 536ba47a42c633770bf07ca4542c37ba11be9ebda8f16132ebee3ee31c551459

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6d35eef77b75dadf73d3cb0018a34f284a170bbe4f4d6cef6e417cc95363d2a",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-12T07:14:33Z",
    "title_canon_sha256": "578158dc4105d0b29b078d5e3aad2ad7697b5d59dff3f0364c906fa95c1476ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.05512",
    "kind": "arxiv",
    "version": 1
  }
}