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Pith Number

pith:MFFSB25P

pith:2023:MFFSB25P7RKMBVBSXWPK46TXSJ
not attested not anchored not stored refs pending

Stabilizing Unsupervised Environment Design with a Learned Adversary

Eugene Vinitsky, Ishita Mediratta, Jack Parker-Holder, Michael Dennis, Minqi Jiang, Tim Rockt\"aschel

arxiv:2308.10797 v2 · 2023-08-21 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{MFFSB25P7RKMBVBSXWPK46TXSJ}

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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.
Receipt and verification
First computed 2026-07-05T06:43:26.455827Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

614b20ebaffc54c0d432bd9eae7a7792749d27f225fd961336a147e4d32fc19b

Aliases

arxiv: 2308.10797 · arxiv_version: 2308.10797v2 · doi: 10.48550/arxiv.2308.10797 · pith_short_12: MFFSB25P7RKM · pith_short_16: MFFSB25P7RKMBVBS · pith_short_8: MFFSB25P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MFFSB25P7RKMBVBSXWPK46TXSJ \
  | 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: 614b20ebaffc54c0d432bd9eae7a7792749d27f225fd961336a147e4d32fc19b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "140ea92c156d94e03ace2b84fd8ff4c3a2f9f90c88c80724eeb4a05551b3a69e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-21T15:42:56Z",
    "title_canon_sha256": "9e5413cde16b37d9139220662e6d024d680c5c5eb72fe13d5cb0b2c99d27dca5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10797",
    "kind": "arxiv",
    "version": 2
  }
}