Pith Number

pith:2C6YWVYU

pith:2020:2C6YWVYU5YY6WP7RCYQKCSE62U

not attested not anchored not stored refs pending

Is Plug-in Solver Sample-Efficient for Feature-based Reinforcement Learning?

Lin F. Yang, Qiwen Cui

arxiv:2010.05673 v2 · 2020-10-12 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2C6YWVYU5YY6WP7RCYQKCSE62U}

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.

Receipt and verification

First computed	2026-07-05T01:43:42.626015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0bd8b5714ee31eb3ff11620a1489ed500321c5233c0461d5ec6c3d1b6b6e12e

Aliases

arxiv: 2010.05673 · arxiv_version: 2010.05673v2 · doi: 10.48550/arxiv.2010.05673 · pith_short_12: 2C6YWVYU5YY6 · pith_short_16: 2C6YWVYU5YY6WP7R · pith_short_8: 2C6YWVYU

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/2C6YWVYU5YY6WP7RCYQKCSE62U \
  | 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: d0bd8b5714ee31eb3ff11620a1489ed500321c5233c0461d5ec6c3d1b6b6e12e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8317ca07b9340f721f34b6d4bcae4626d7348c92dfa841f8ebdbedd64d2ca683",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-12T13:13:01Z",
    "title_canon_sha256": "36b85d03f531e191a28dfe12b0ead23f185009ab787b6843cf8cd495891f9804"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.05673",
    "kind": "arxiv",
    "version": 2
  }
}