Pith Number

pith:HGEZ57Z5

pith:2020:HGEZ57Z5U7DBD7FP3TFKZWZZHQ

not attested not anchored not stored refs pending

Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments

Baiming Chen, Ding Zhao, Liang Li, Mengdi Xu, Zuxin Liu

arxiv:2005.05441 v2 · 2020-05-11 · cs.LG · cs.MA · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGEZ57Z5U7DBD7FP3TFKZWZZHQ}

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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

4 papers in Pith

Scaling up Energy-Aware Multi-Agent Reinforcement Learning for Mission-Oriented Drone Networks with Individual Reward

Delayed Repression and Emergent Instability in Adaptive Multi-Agent Systems

Prudent-Banker: No Extra Fees for Baseline Safety in Adversarial Bandits With and Without Delays

Structural Equivalence and Learning Dynamics in Delayed MARL

Receipt and verification

First computed	2026-07-05T01:31:27.110950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39899eff3da7c611fcafdccaacdb393c31596ef82fd6e5a7714fa389ce019f85

Aliases

arxiv: 2005.05441 · arxiv_version: 2005.05441v2 · doi: 10.48550/arxiv.2005.05441 · pith_short_12: HGEZ57Z5U7DB · pith_short_16: HGEZ57Z5U7DBD7FP · pith_short_8: HGEZ57Z5

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/HGEZ57Z5U7DBD7FP3TFKZWZZHQ \
  | 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: 39899eff3da7c611fcafdccaacdb393c31596ef82fd6e5a7714fa389ce019f85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "300eb841eb200d83f14d8cdfe2d3af23955b5bc2340a49d69d03ec5e27420fae",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-11T21:21:50Z",
    "title_canon_sha256": "22ca5e7570664173fcd2855510582a83a0fc1bcd19ec915deace9328ec71f264"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.05441",
    "kind": "arxiv",
    "version": 2
  }
}