Pith Number

pith:3Z7RJB2H

pith:2024:3Z7RJB2HPK4S5KOBQV5HFQE6L2

not attested not anchored not stored refs pending

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control

Bruce D. Lee, James Anderson, Leonardo F. Toso, Nikolai Matni, Thomas T. Zhang

arxiv:2407.05781 v2 · 2024-07-08 · cs.LG · cs.SY · eess.SY

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\usepackage{pith}
\pithnumber{3Z7RJB2HPK4S5KOBQV5HFQE6L2}

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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

Coreset-Based Task Selection for Sample-Efficient Meta-Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:49:10.570028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de7f1487477ab92ea9c1857a72c09e5ea33b4da4e6eb74c62a191228673ebaef

Aliases

arxiv: 2407.05781 · arxiv_version: 2407.05781v2 · doi: 10.48550/arxiv.2407.05781 · pith_short_12: 3Z7RJB2HPK4S · pith_short_16: 3Z7RJB2HPK4S5KOB · pith_short_8: 3Z7RJB2H

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/3Z7RJB2HPK4S5KOBQV5HFQE6L2 \
  | 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: de7f1487477ab92ea9c1857a72c09e5ea33b4da4e6eb74c62a191228673ebaef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ca60d14c32a110b475adca06b52ea70dd41fdde8300aa29e252f889ad4b156e",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-08T09:41:42Z",
    "title_canon_sha256": "5fa17d4bda1057042b27af011f829f58a5734d4cd763e2b321e6e23e9d9f9bfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05781",
    "kind": "arxiv",
    "version": 2
  }
}