Pith Number

pith:TLAWSX45

pith:2022:TLAWSX45AURJ4POZPOYYL5IWIZ

not attested not anchored not stored refs pending

Skill-based Meta-Reinforcement Learning

Joseph J Lim, Karl Pertsch, Shao-Hua Sun, Sung Ju Hwang, Taewook Nam

arxiv:2204.11828 v1 · 2022-04-25 · 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{TLAWSX45AURJ4POZPOYYL5IWIZ}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T04:17:31.998368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ac1695f9d05229e3dd97bb185f5164659b3c98f9cc968618c7a65be1eb0bd95

Aliases

arxiv: 2204.11828 · arxiv_version: 2204.11828v1 · doi: 10.48550/arxiv.2204.11828 · pith_short_12: TLAWSX45AURJ · pith_short_16: TLAWSX45AURJ4POZ · pith_short_8: TLAWSX45

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/TLAWSX45AURJ4POZPOYYL5IWIZ \
  | 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: 9ac1695f9d05229e3dd97bb185f5164659b3c98f9cc968618c7a65be1eb0bd95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e28f7511303c79570a7e6320e8338e1939bccbedd254646e63b3819768ba6be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-25T17:58:19Z",
    "title_canon_sha256": "af9eba27b79825fac4cad342e205b8afeadcde503c155cdf8a26e5236acf57a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.11828",
    "kind": "arxiv",
    "version": 1
  }
}