Pith Number

pith:SACCPMS6

pith:2023:SACCPMS6EZXPWOEAZYXFJHDIDZ

not attested not anchored not stored refs pending

Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning

Alois Knoll, Chenguang Yang, Hang Su, Kai Huang, Mingyang Wang, Shuai Wang, Xiangtong Yao, Zhenshan Bing

arxiv:2305.00286 v1 · 2023-04-29 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SACCPMS6EZXPWOEAZYXFJHDIDZ}

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	2026-07-05T06:05:39.618037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

900427b25e266efb3880ce2e549c681e4a1e1993533b4afb11057a25d1dc569a

Aliases

arxiv: 2305.00286 · arxiv_version: 2305.00286v1 · doi: 10.48550/arxiv.2305.00286 · pith_short_12: SACCPMS6EZXP · pith_short_16: SACCPMS6EZXPWOEA · pith_short_8: SACCPMS6

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/SACCPMS6EZXPWOEAZYXFJHDIDZ \
  | 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: 900427b25e266efb3880ce2e549c681e4a1e1993533b4afb11057a25d1dc569a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fd41003b021176e0a3d3663149abffb027037d58cb67a9e0cae8c4a9b0fabbf",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-29T15:46:19Z",
    "title_canon_sha256": "4f5bf2005134cac4f86d913d57417670ea6126819373a9c4522ff765d3a876d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.00286",
    "kind": "arxiv",
    "version": 1
  }
}