Pith Number

pith:4HOMGEGH

pith:2020:4HOMGEGHV47JCEUXA4VRFJISUH

not attested not anchored not stored refs pending

Reinforcement Learning with General Value Function Approximation: Provably Efficient Approach via Bounded Eluder Dimension

Lin F. Yang, Ruosong Wang, Ruslan Salakhutdinov

arxiv:2005.10804 v3 · 2020-05-21 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4HOMGEGHV47JCEUXA4VRFJISUH}

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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

Online KL-Regularized Reinforcement Learning with Function Approximation under Misspecification

Receipt and verification

First computed	2026-07-05T01:11:34.429881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1dcc310c7af3e911297072b12a512a1c44863edc34ebb93a1ec87cc7766dc6d

Aliases

arxiv: 2005.10804 · arxiv_version: 2005.10804v3 · doi: 10.48550/arxiv.2005.10804 · pith_short_12: 4HOMGEGHV47J · pith_short_16: 4HOMGEGHV47JCEUX · pith_short_8: 4HOMGEGH

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/4HOMGEGHV47JCEUXA4VRFJISUH \
  | 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: e1dcc310c7af3e911297072b12a512a1c44863edc34ebb93a1ec87cc7766dc6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b40458670b2744c48b501065a29eeb274aaaf4306f2a432382d9e9ff1c98d76c",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-21T17:36:09Z",
    "title_canon_sha256": "02085d3cf8e7afaf1f0440f45df6270becee3a69d738ddb2322f015626833ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.10804",
    "kind": "arxiv",
    "version": 3
  }
}