Pith Number

pith:S4UDAE6J

pith:2020:S4UDAE6JBW4SHFD7K7CUJWWHXU

not attested not anchored not stored refs pending

A Maximum Mutual Information Framework for Multi-Agent Reinforcement Learning

Myungsik Cho, Whiyoung Jung, Woojun Kim, Youngchul Sung

arxiv:2006.02732 v1 · 2020-06-04 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S4UDAE6JBW4SHFD7K7CUJWWHXU}

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

Optimistic {\epsilon}-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:07:59.625125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97283013c90db923947f57c544dac7bd35ef319d9159453c661c6dbd75a15315

Aliases

arxiv: 2006.02732 · arxiv_version: 2006.02732v1 · doi: 10.48550/arxiv.2006.02732 · pith_short_12: S4UDAE6JBW4S · pith_short_16: S4UDAE6JBW4SHFD7 · pith_short_8: S4UDAE6J

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/S4UDAE6JBW4SHFD7K7CUJWWHXU \
  | 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: 97283013c90db923947f57c544dac7bd35ef319d9159453c661c6dbd75a15315

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dffa7b694de9ad0c808abbb8c9204d92bdad147491c9d6c04b7e325f207438d2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-06-04T09:43:52Z",
    "title_canon_sha256": "9c0b2fb32909a7eeacd2f435d9e0fb99fdc2fa6f43bba5aa27c19b4498863b3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.02732",
    "kind": "arxiv",
    "version": 1
  }
}