Pith Number

pith:RNRS2IGY

pith:2023:RNRS2IGY3TI3QUCL32KAMRDQPS

not attested not anchored not stored refs pending

Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning

Fan Wu, Jiaming Guo, Ling Li, Qi Yi, Rui Zhang, Ruizhi Chen, Shaohui Peng, Siming Lan, Xing Hu, Xishan Zhang, Yunji Chen, Yunkai Gao, Zidong Du

arxiv:2311.01075 v1 · 2023-11-02 · 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{RNRS2IGY3TI3QUCL32KAMRDQPS}

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	2026-07-05T07:08:20.263077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b632d20d8dcd1b8504bde940644707ca36d2e994e9412a813fc3be3c224483b

Aliases

arxiv: 2311.01075 · arxiv_version: 2311.01075v1 · doi: 10.48550/arxiv.2311.01075 · pith_short_12: RNRS2IGY3TI3 · pith_short_16: RNRS2IGY3TI3QUCL · pith_short_8: RNRS2IGY

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/RNRS2IGY3TI3QUCL32KAMRDQPS \
  | 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: 8b632d20d8dcd1b8504bde940644707ca36d2e994e9412a813fc3be3c224483b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9e6f3e6ebb35e7adaf4e61e23a4dda5a3aea3fc4d11483e5660932bd1e42b13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-02T08:41:00Z",
    "title_canon_sha256": "3dac920a2981177425bbf14b191f6912298a4b88b164bd638a98f42490b7a03c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01075",
    "kind": "arxiv",
    "version": 1
  }
}