Pith Number

pith:NLRW4SCC

pith:2022:NLRW4SCCLTWY5JDNBNOA5HQMNP

not attested not anchored not stored refs pending

CURO: Curriculum Learning for Relative Overgeneralization

Bei Peng, Lin Shi, Qiyuan Liu

arxiv:2212.02733 v3 · 2022-12-06 · cs.LG · cs.AI · 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{NLRW4SCCLTWY5JDNBNOA5HQMNP}

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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

Mitigating Relative Over-Generalization in Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:10:28.779628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ae36e48425ced8ea46d0b5c0e9e0c6bd75ea56f894743a985bd59ddbbbd1563

Aliases

arxiv: 2212.02733 · arxiv_version: 2212.02733v3 · doi: 10.48550/arxiv.2212.02733 · pith_short_12: NLRW4SCCLTWY · pith_short_16: NLRW4SCCLTWY5JDN · pith_short_8: NLRW4SCC

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/NLRW4SCCLTWY5JDNBNOA5HQMNP \
  | 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: 6ae36e48425ced8ea46d0b5c0e9e0c6bd75ea56f894743a985bd59ddbbbd1563

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4929f007a1fbd30713bbdf7f44cecf02d997b8c7c0f0466d3e94eca29a4d522a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-06T03:41:08Z",
    "title_canon_sha256": "cb07ee540e6da9fa96f7e808d19c8bda952f2591172809aff3fc578a17e1955b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02733",
    "kind": "arxiv",
    "version": 3
  }
}