Pith Number

pith:GDUP3L56

pith:2018:GDUP3L56RULBBC6AUKMJ3FYBR6

not attested not anchored not stored refs pending

Intent-aware Multi-agent Reinforcement Learning

Siyuan Qi, Song-Chun Zhu

arxiv:1803.02018 v1 · 2018-03-06 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDUP3L56RULBBC6AUKMJ3FYBR6}

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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

Robust Instruction Compliance in Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:21:56.053525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30e8fdafbe8d16108bc0a2989d97018fbe12a55f593ab9b89043bf217186c406

Aliases

arxiv: 1803.02018 · arxiv_version: 1803.02018v1 · doi: 10.48550/arxiv.1803.02018 · pith_short_12: GDUP3L56RULB · pith_short_16: GDUP3L56RULBBC6A · pith_short_8: GDUP3L56

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/GDUP3L56RULBBC6AUKMJ3FYBR6 \
  | 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: 30e8fdafbe8d16108bc0a2989d97018fbe12a55f593ab9b89043bf217186c406

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e823e80899adfee3175ab1f57ec56976bc029c33cab3b6c329599eca23dc26f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-03-06T04:53:50Z",
    "title_canon_sha256": "10801090b720c47f96e134a48a1d6a8f4119d1a54d42b222bf8cfb479b31cb0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.02018",
    "kind": "arxiv",
    "version": 1
  }
}