Pith Number

pith:I4M7EEPM

pith:2020:I4M7EEPMJZNN6ZXFRMYIQ6TUDJ

not attested not anchored not stored refs pending

ProTuner: Tuning Programs with Monte Carlo Tree Search

Ameer Haj-Ali, Hasan Genc, Ion Stoica, John Wawrzynek, Krste Asanovi\'c, Qijing Huang, William Moses

arxiv:2005.13685 v1 · 2020-05-27 · cs.DC · cs.AI · cs.LG · cs.PF · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I4M7EEPMJZNN6ZXFRMYIQ6TUDJ}

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

Pearl: Automatic Code Optimization Using Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:06:24.188292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4719f211ec4e5adf66e58b30887a741a56e268099f38bb542248d5c91e274c65

Aliases

arxiv: 2005.13685 · arxiv_version: 2005.13685v1 · doi: 10.48550/arxiv.2005.13685 · pith_short_12: I4M7EEPMJZNN · pith_short_16: I4M7EEPMJZNN6ZXF · pith_short_8: I4M7EEPM

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/I4M7EEPMJZNN6ZXFRMYIQ6TUDJ \
  | 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: 4719f211ec4e5adf66e58b30887a741a56e268099f38bb542248d5c91e274c65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44f71683d86849ebe514a07e8cd5ed7cffafc9851f9dd72545d97bb87fec3c65",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PF",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-05-27T22:25:10Z",
    "title_canon_sha256": "743f2df40298d45351017d53f97c8de75334a85d6e893ed02820eb1269d8da99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.13685",
    "kind": "arxiv",
    "version": 1
  }
}