Pith Number

pith:RF5LE3TG

pith:2021:RF5LE3TGUVEMOHEREIEEPGXXM2

not attested not anchored not stored refs pending

Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms

Chi Jin, Qinghua Liu, Sobhan Miryoosefi

arxiv:2102.00815 v4 · 2021-02-01 · 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{RF5LE3TGUVEMOHEREIEEPGXXM2}

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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	2026-07-05T02:58:24.357162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

897ab26e66a548c71c912208479af766ae4c66aa2061bc9c7b36dffdfb0b75fa

Aliases

arxiv: 2102.00815 · arxiv_version: 2102.00815v4 · doi: 10.48550/arxiv.2102.00815 · pith_short_12: RF5LE3TGUVEM · pith_short_16: RF5LE3TGUVEMOHER · pith_short_8: RF5LE3TG

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/RF5LE3TGUVEMOHEREIEEPGXXM2 \
  | 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: 897ab26e66a548c71c912208479af766ae4c66aa2061bc9c7b36dffdfb0b75fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9feafa32b0de161c2ca10ab85f1ee0d5de0ef9e9500a65ab7da3e3ccd4bc036",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-01T13:13:58Z",
    "title_canon_sha256": "5160a5cfc42a29b4399c27f948642d288d0d9cdcdd9aab0013a38c6f867bbda5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.00815",
    "kind": "arxiv",
    "version": 4
  }
}