Pith Number

pith:3M53YBOK

pith:2024:3M53YBOKUJYVH6OOY4K7SLDWRB

not attested not anchored not stored refs pending

Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees

Cangqing Wang, Dan Sun, Mingxiu Sui, Yan Zhou, Zecheng Zhang

arxiv:2405.13290 v1 · 2024-05-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3M53YBOKUJYVH6OOY4K7SLDWRB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:22:00.980785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db3bbc05caa27153f9cec715f92c76884d87b525287b883d661ed4c111ac92ef

Aliases

arxiv: 2405.13290 · arxiv_version: 2405.13290v1 · doi: 10.48550/arxiv.2405.13290 · pith_short_12: 3M53YBOKUJYV · pith_short_16: 3M53YBOKUJYVH6OO · pith_short_8: 3M53YBOK

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/3M53YBOKUJYVH6OOY4K7SLDWRB \
  | 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: db3bbc05caa27153f9cec715f92c76884d87b525287b883d661ed4c111ac92ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "765e6f9582b18416d24efba1dd6365aeac9721c2d220e3c52f46895054a0a045",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-22T02:09:22Z",
    "title_canon_sha256": "0d08473ce649d15ff51865cfa383347bbeea75605ac70e685e77e0f4de06737c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13290",
    "kind": "arxiv",
    "version": 1
  }
}