Pith Number

pith:EQGRUJ2F

pith:2021:EQGRUJ2FFJPPO6PZ2V23KD2UPS

not attested not anchored not stored refs pending

Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning

Jian Yuan, Shuangqing Wei, Xudong Zhang, Yue Jin

arxiv:2109.14188 v1 · 2021-09-29 · cs.LG · cs.IT · cs.MA · math.IT

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\usepackage{pith}
\pithnumber{EQGRUJ2FFJPPO6PZ2V23KD2UPS}

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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

A Survey of State Representation Learning for Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T03:18:32.702605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

240d1a27452a5ef779f9d575b50f547c8afefd4a9010bd0a1583e752788774dc

Aliases

arxiv: 2109.14188 · arxiv_version: 2109.14188v1 · doi: 10.48550/arxiv.2109.14188 · pith_short_12: EQGRUJ2FFJPP · pith_short_16: EQGRUJ2FFJPPO6PZ · pith_short_8: EQGRUJ2F

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/EQGRUJ2FFJPPO6PZ2V23KD2UPS \
  | 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: 240d1a27452a5ef779f9d575b50f547c8afefd4a9010bd0a1583e752788774dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b02bd3766412776c9db0b66bff5ae757945415960431c8f64e985877e3857f7",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.MA",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-29T04:22:49Z",
    "title_canon_sha256": "f57e7bc0b280e29fa0a0904d966bd12170fc332a54e93d13f284f92660acf997"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.14188",
    "kind": "arxiv",
    "version": 1
  }
}