Pith Number

pith:4SVW6VSS

pith:2020:4SVW6VSSOZELBPSL67SJCMFD7W

not attested not anchored not stored refs pending

Learning Individually Inferred Communication for Multi-Agent Cooperation

Tiejun Huang, Ziluo Ding, Zongqing Lu

arxiv:2006.06455 v2 · 2020-06-11 · 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{4SVW6VSSOZELBPSL67SJCMFD7W}

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.

Cited by

1 paper in Pith

Tacit Learning with Adaptive Information Selection for Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:36:07.480020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4ab6f56527648b0be4bf7e49130a3fd9870a145a63edad6fbe6201e484b7fc0

Aliases

arxiv: 2006.06455 · arxiv_version: 2006.06455v2 · doi: 10.48550/arxiv.2006.06455 · pith_short_12: 4SVW6VSSOZEL · pith_short_16: 4SVW6VSSOZELBPSL · pith_short_8: 4SVW6VSS

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/4SVW6VSSOZELBPSL67SJCMFD7W \
  | 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: e4ab6f56527648b0be4bf7e49130a3fd9870a145a63edad6fbe6201e484b7fc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9827d9aa0c8718f7805e515b917b5a5ff404345e0d17f7a6e89f94480b22458f",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-11T14:07:57Z",
    "title_canon_sha256": "f5d319f0fd2146190090f73e6cd975d5d797cf0955a74d450798c93e819621c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06455",
    "kind": "arxiv",
    "version": 2
  }
}