Pith Number

pith:AVY67346

pith:2023:AVY67346HWLHU7TYFHO4FDDIIJ

not attested not anchored not stored refs pending

On Task-Relevant Loss Functions in Meta-Reinforcement Learning and Online LQR

Giho Kim, Howon Lee, Insoon Yang, Jaeuk Shin, Joonho Han

arxiv:2312.05465 v1 · 2023-12-09 · cs.LG · cs.SY · eess.SY

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\usepackage{pith}
\pithnumber{AVY67346HWLHU7TYFHO4FDDIIJ}

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Record completeness

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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	2026-07-05T07:22:04.899606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0571efef9e3d967a7e7829ddc28c68426042388747669274d90f6bb77e04a15b

Aliases

arxiv: 2312.05465 · arxiv_version: 2312.05465v1 · doi: 10.48550/arxiv.2312.05465 · pith_short_12: AVY67346HWLH · pith_short_16: AVY67346HWLHU7TY · pith_short_8: AVY67346

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/AVY67346HWLHU7TYFHO4FDDIIJ \
  | 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: 0571efef9e3d967a7e7829ddc28c68426042388747669274d90f6bb77e04a15b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66f2c4048f0c3a187d57b5949ed241e6b4e89fefc5d6e79106de7d75baced724",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-09T04:52:28Z",
    "title_canon_sha256": "9e8f7dc70ae1a05306bcffc995ace64ac6282ef1b4911b8a905988bffa24795c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05465",
    "kind": "arxiv",
    "version": 1
  }
}