Pith Number

pith:ASLBHYQ6

pith:2024:ASLBHYQ6M7QPC5FMCM7EF3WLAB

not attested not anchored not stored refs pending

Leveraging Unlabeled Data Sharing through Kernel Function Approximation in Offline Reinforcement Learning

Fu-Chieh Chang, Pei-Yuan Wu, Yen-Ru Lai

arxiv:2408.12307 v3 · 2024-08-22 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ASLBHYQ6M7QPC5FMCM7EF3WLAB}

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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

Improved Model-based Reinforcement Learning with Smooth Kernels

Receipt and verification

First computed	2026-07-05T11:11:34.261388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

049613e21e67e0f174ac133e42eecb007c612b5954d0fc548cb31cacd236fcd4

Aliases

arxiv: 2408.12307 · arxiv_version: 2408.12307v3 · doi: 10.48550/arxiv.2408.12307 · pith_short_12: ASLBHYQ6M7QP · pith_short_16: ASLBHYQ6M7QPC5FM · pith_short_8: ASLBHYQ6

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/ASLBHYQ6M7QPC5FMCM7EF3WLAB \
  | 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: 049613e21e67e0f174ac133e42eecb007c612b5954d0fc548cb31cacd236fcd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b98a4a0cbddd1f1ab29ca0e5e5ea78322f5eb3ed7c360eb5f5038a9a0a91dde4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-22T11:31:51Z",
    "title_canon_sha256": "c3c0d061b010cbad31fa3cbef192aa0fc1cc68bcb1d6b642aaebc16a791e00e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12307",
    "kind": "arxiv",
    "version": 3
  }
}