Pith Number

pith:WEKSQVVO

pith:2024:WEKSQVVOOA5KNRK4D2JF3T4EBG

not attested not anchored not stored refs pending

Offline Multitask Representation Learning for Reinforcement Learning

Doina Precup, Haque Ishfaq, Mengdi Wang, Ming Yin, Raman Arora, Songtao Feng, Thanh Nguyen-Tang

arxiv:2403.11574 v2 · 2024-03-18 · 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{WEKSQVVOOA5KNRK4D2JF3T4EBG}

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	2026-07-05T09:29:14.097304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1152856ae703aa6c55c1e925dcf8409947f1984e34500e4a04f13748c898113

Aliases

arxiv: 2403.11574 · arxiv_version: 2403.11574v2 · doi: 10.48550/arxiv.2403.11574 · pith_short_12: WEKSQVVOOA5K · pith_short_16: WEKSQVVOOA5KNRK4 · pith_short_8: WEKSQVVO

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/WEKSQVVOOA5KNRK4D2JF3T4EBG \
  | 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: b1152856ae703aa6c55c1e925dcf8409947f1984e34500e4a04f13748c898113

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ab910410bbaadcec84490559481eb6998365984a58ecd477237926969ff54d7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-18T08:50:30Z",
    "title_canon_sha256": "09bbf33c5db0dc0120043f8f88ab3bed4da56d2f8ce2ed5e9ac4dfdb5fbbf210"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11574",
    "kind": "arxiv",
    "version": 2
  }
}