Pith Number

pith:6ERMVMRE

pith:2019:6ERMVMRE32FHFANQWCSCNSXNXT

not attested not anchored not stored refs pending

Meta-Q-Learning

Alexander J. Smola, Pratik Chaudhari, Rasool Fakoor, Stefano Soatto

arxiv:1910.00125 v2 · 2019-09-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6ERMVMRE32FHFANQWCSCNSXNXT}

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.

Cited by

4 papers in Pith

Autonomous Aerial Manipulation via Contextual Contrastive Meta Reinforcement Learning

Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks

Meta-Learning and Meta-Reinforcement Learning -- Tracing the Path towards DeepMind's Adaptive Agent

The Rise and Potential of Large Language Model Based Agents: A Survey

Receipt and verification

First computed	2026-07-05T00:52:36.418302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f122cab224de8a7281b0b0a426caedbccdb67544369e75a577a39aaa33372f02

Aliases

arxiv: 1910.00125 · arxiv_version: 1910.00125v2 · doi: 10.48550/arxiv.1910.00125 · pith_short_12: 6ERMVMRE32FH · pith_short_16: 6ERMVMRE32FHFANQ · pith_short_8: 6ERMVMRE

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/6ERMVMRE32FHFANQWCSCNSXNXT \
  | 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: f122cab224de8a7281b0b0a426caedbccdb67544369e75a577a39aaa33372f02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b6cc6f53797dc65a0cb52404289685f5aa6b163ef1f4f67a43ad462cbebadff",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-30T21:50:32Z",
    "title_canon_sha256": "fcd8ff33420ad611a76257ce4a536d286229d82c53f06aa2bb8b8cef2f32eb9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.00125",
    "kind": "arxiv",
    "version": 2
  }
}