Pith Number

pith:ODGHVDVW

pith:2022:ODGHVDVWYR6NOP4ZHXTDGRITCS

not attested not anchored not stored refs pending

ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor

Bo An, Dong Zheng, Kun Gai, Peng Jiang, Qingpeng Cai, Ruohan Zhan, Wanqi Xue

arxiv:2206.02620 v2 · 2022-06-01 · cs.IR · 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{ODGHVDVWYR6NOP4ZHXTDGRITCS}

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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

Exponential Reward Weighting for Fine-Tuning Generative Recommenders under Sparse and Noisy Feedback

Receipt and verification

First computed	2026-07-05T06:21:12.951100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70cc7a8eb6c47cd73f993de6334513149178da6f6330d869089c419ace91718b

Aliases

arxiv: 2206.02620 · arxiv_version: 2206.02620v2 · doi: 10.48550/arxiv.2206.02620 · pith_short_12: ODGHVDVWYR6N · pith_short_16: ODGHVDVWYR6NOP4Z · pith_short_8: ODGHVDVW

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/ODGHVDVWYR6NOP4ZHXTDGRITCS \
  | 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: 70cc7a8eb6c47cd73f993de6334513149178da6f6330d869089c419ace91718b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b91480dba173c223844b3769dee95b058c2f6d622a9584e6191bae818b89e102",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2022-06-01T02:45:35Z",
    "title_canon_sha256": "f5f888dbeff37cdf14d14a0347ff415ca9d4572fb1e74d3bb016852b7b8af65b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02620",
    "kind": "arxiv",
    "version": 2
  }
}