Pith Number

pith:BX53AGQ2

pith:2024:BX53AGQ23IROHG7RKSHGPFRQJ2

not attested not anchored not stored refs pending

Uncertainty-Aware Reward-Free Exploration with General Function Approximation

Dongruo Zhou, Junkai Zhang, Quanquan Gu, Weitong Zhang

arxiv:2406.16255 v2 · 2024-06-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BX53AGQ23IROHG7RKSHGPFRQJ2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Exploration by Random Distribution Distillation

Receipt and verification

First computed	2026-07-05T08:38:11.705122Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dfbb01a1ada22e39bf1548e6796304e8684b720e4a936d29a325f2539baf24d

Aliases

arxiv: 2406.16255 · arxiv_version: 2406.16255v2 · doi: 10.48550/arxiv.2406.16255 · pith_short_12: BX53AGQ23IRO · pith_short_16: BX53AGQ23IROHG7R · pith_short_8: BX53AGQ2

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/BX53AGQ23IROHG7RKSHGPFRQJ2 \
  | 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: 0dfbb01a1ada22e39bf1548e6796304e8684b720e4a936d29a325f2539baf24d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f70d36328937362d9d34617f805cd276f4d73c1c36274d3b22ced303c62e2204",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T01:37:18Z",
    "title_canon_sha256": "efc92011411bbd93c2f91175a8939e34634ba47d8180c46296b958b320537234"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16255",
    "kind": "arxiv",
    "version": 2
  }
}