Pith Number

pith:UPHJPS6C

pith:2016:UPHJPS6CPUW5LQDC4PXSZ3544Q

not attested not anchored not stored refs pending

Learning Multiagent Communication with Backpropagation

Arthur Szlam, Rob Fergus, Sainbayar Sukhbaatar

arxiv:1605.07736 v2 · 2016-05-25 · cs.LG · 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{UPHJPS6CPUW5LQDC4PXSZ3544Q}

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

Asynchronous Cooperative Multi-Agent Reinforcement Learning with Limited Communication

Receipt and verification

First computed	2026-05-18T01:00:52.988873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3ce97cbc27d2dd5c062e3ef2cefbce42b4cbc9a713f9591d0b8222af87096ed

Aliases

arxiv: 1605.07736 · arxiv_version: 1605.07736v2 · doi: 10.48550/arxiv.1605.07736 · pith_short_12: UPHJPS6CPUW5 · pith_short_16: UPHJPS6CPUW5LQDC · pith_short_8: UPHJPS6C

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/UPHJPS6CPUW5LQDC4PXSZ3544Q \
  | 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: a3ce97cbc27d2dd5c062e3ef2cefbce42b4cbc9a713f9591d0b8222af87096ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cace7472f516639c4746475575476f871fc148e2d529ee892ad191465e061142",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-25T05:33:21Z",
    "title_canon_sha256": "cbc8b1a99d83d995ba274801117a1264467a3f1d215052ebbde3209d9b9d5cf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.07736",
    "kind": "arxiv",
    "version": 2
  }
}