Pith Number

pith:3VCUT2ES

pith:2017:3VCUT2ESLVSS36BRNLEWYBHZ34

not attested not anchored not stored refs pending

Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning

Christoph Dann, Emma Brunskill, Tor Lattimore

arxiv:1703.07710 v3 · 2017-03-22 · cs.LG · cs.AI · stat.ML

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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

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-05-18T00:26:57.467251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd4549e8925d652df8316ac96c04f9df289201a3325a301cb58183c7d532c531

Aliases

arxiv: 1703.07710 · arxiv_version: 1703.07710v3 · doi: 10.48550/arxiv.1703.07710

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/3VCUT2ESLVSS36BRNLEWYBHZ34 \
  | 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: dd4549e8925d652df8316ac96c04f9df289201a3325a301cb58183c7d532c531

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54956bf1f931434a8708c76f33c73934925e3ca4993f01aee2e1456b10c1275c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-22T15:34:23Z",
    "title_canon_sha256": "e13c3f9f433c674c6938dc861e4d11ae34f1e40b43253ecf14c8298f1b9ddf4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.07710",
    "kind": "arxiv",
    "version": 3
  }
}