Pith Number

pith:AYT3EWER

pith:2020:AYT3EWER33RSM7JLL5QB6JOUXP

not attested not anchored not stored refs pending

Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning

Avrech Ben-David, Estelle Aflalo, Hanlin Tang, Mattias Marder, Santiago Miret, Shauharda Khadka, Shie Mannor, Somdeb Majumdar, Tamir Hazan

arxiv:2007.07298 v2 · 2020-07-14 · 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{AYT3EWER33RSM7JLL5QB6JOUXP}

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	2026-07-05T01:43:27.095943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0627b25891dee3267d2b5f601f25d4bbeea3a5eee9a2668ccca05ce9bc937806

Aliases

arxiv: 2007.07298 · arxiv_version: 2007.07298v2 · doi: 10.48550/arxiv.2007.07298 · pith_short_12: AYT3EWER33RS · pith_short_16: AYT3EWER33RSM7JL · pith_short_8: AYT3EWER

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/AYT3EWER33RSM7JLL5QB6JOUXP \
  | 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: 0627b25891dee3267d2b5f601f25d4bbeea3a5eee9a2668ccca05ce9bc937806

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60e27c0703d2397ce050e5c2103d14db26e94ac0639b4410dcd4470029f8467b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-14T18:50:12Z",
    "title_canon_sha256": "1ccd155fb2344a514f6e9a09895807aede5a61b6690106a581b885358d973641"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.07298",
    "kind": "arxiv",
    "version": 2
  }
}