Pith Number

pith:N5DFXQKJ

pith:2021:N5DFXQKJYQ5KXOL4V6YAJTYX2H

not attested not anchored not stored refs pending

Representation Learning for Online and Offline RL in Low-rank MDPs

Masatoshi Uehara, Wen Sun, Xuezhou Zhang

arxiv:2110.04652 v3 · 2021-10-09 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N5DFXQKJYQ5KXOL4V6YAJTYX2H}

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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

2 papers in Pith

Learning to Adapt: Representation-Based Reinforcement Learning for Multi-Task Skill Transfer

Breaking the Computational Barrier: Provably Efficient Actor-Critic for Low-Rank MDPs

Receipt and verification

First computed	2026-07-05T03:46:22.726299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f465bc149c43aabb97cafb004cf17d1d85dd8e98612fbf3eded5404159fdeb3

Aliases

arxiv: 2110.04652 · arxiv_version: 2110.04652v3 · doi: 10.48550/arxiv.2110.04652 · pith_short_12: N5DFXQKJYQ5K · pith_short_16: N5DFXQKJYQ5KXOL4 · pith_short_8: N5DFXQKJ

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/N5DFXQKJYQ5KXOL4V6YAJTYX2H \
  | 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: 6f465bc149c43aabb97cafb004cf17d1d85dd8e98612fbf3eded5404159fdeb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "654f2371b9aa5a306e2012cf19b81827533665d4ac9a28fecdcceedcabea4dd7",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-09T22:04:34Z",
    "title_canon_sha256": "2362e97334103ae241c5e6b5b5757913a4827e178353e5144f371ee2e4dbf2ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04652",
    "kind": "arxiv",
    "version": 3
  }
}