Pith Number

pith:EDQMQJT7

pith:2020:EDQMQJT73JC5DHML4KTRXNBVKK

not attested not anchored not stored refs pending

On Reward-Free Reinforcement Learning with Linear Function Approximation

Lin F. Yang, Ruosong Wang, Ruslan Salakhutdinov, Simon S. Du

arxiv:2006.11274 v1 · 2020-06-19 · cs.LG · cs.AI · math.OC · 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{EDQMQJT73JC5DHML4KTRXNBVKK}

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

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

Receipt and verification

First computed	2026-07-05T01:11:37.003538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20e0c8267fda45d19d8be2a71bb43552b872c682f54124718ac3d6f31ad8ce85

Aliases

arxiv: 2006.11274 · arxiv_version: 2006.11274v1 · doi: 10.48550/arxiv.2006.11274 · pith_short_12: EDQMQJT73JC5 · pith_short_16: EDQMQJT73JC5DHML · pith_short_8: EDQMQJT7

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/EDQMQJT73JC5DHML4KTRXNBVKK \
  | 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: 20e0c8267fda45d19d8be2a71bb43552b872c682f54124718ac3d6f31ad8ce85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6ef1c48a8b28c6981066b4d53ed6b2217821ac66288fe2f3148600df5b77d3c",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-19T17:59:36Z",
    "title_canon_sha256": "10f836635f454fbbbdac8f0a867833bb462203215079cbdfa3f6e9fc4114ad90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.11274",
    "kind": "arxiv",
    "version": 1
  }
}