Pith Number

pith:INNAE4BB

pith:2021:INNAE4BBNXF63GLLRQPYOUIOIH

not attested not anchored not stored refs pending

Optimal communication and control strategies in a multi-agent MDP problem

Ashutosh Nayyar, Dhruva Kartik, Rahul Jain, Sagar Sudhakara

arxiv:2104.10923 v1 · 2021-04-22 · math.OC · cs.MA

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\usepackage{pith}
\pithnumber{INNAE4BBNXF63GLLRQPYOUIOIH}

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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

Principled Learning-to-Communicate with Quasi-Classical Information Structures

Receipt and verification

First computed	2026-07-05T02:34:15.600444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

435a0270216dcbed996b8c1f87510e41d00e489abf8c70877a91bf4d2f99391f

Aliases

arxiv: 2104.10923 · arxiv_version: 2104.10923v1 · doi: 10.48550/arxiv.2104.10923 · pith_short_12: INNAE4BBNXF6 · pith_short_16: INNAE4BBNXF63GLL · pith_short_8: INNAE4BB

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/INNAE4BBNXF63GLLRQPYOUIOIH \
  | 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: 435a0270216dcbed996b8c1f87510e41d00e489abf8c70877a91bf4d2f99391f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f5b06612465e3a88ab7f1f25e8379a707a2a46779d97d03c8a40db652c1cb6a",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-04-22T08:27:39Z",
    "title_canon_sha256": "157dd791e8e933a3efa093b90d450b081963018ab4c0b60fd529e91bbc45b247"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.10923",
    "kind": "arxiv",
    "version": 1
  }
}