Pith Number

pith:DZWTU4VB

pith:2023:DZWTU4VB6UFF76TX7LNGXRU7X5

not attested not anchored not stored refs pending

Optimizing Memory Mapping Using Deep Reinforcement Learning

Anton Zhernov, Berkin Ilbeyi, Cosmin Paduraru, Daniel J. Mankowitz, Edouard Leurent, Han Yang Tay, Julian Schrittwieser, Kieran Milan, Manish Purohit, Miaosen Wang, Mikita Sazanovich, Ng\^an V\~u, Oriol Vinyals, Paula Kurylowicz, Pengming Wang, Phitchaya Mangpo Phothilimthana, Po-Sen Huang, Robert Tung, Thomas Hubert

arxiv:2305.07440 v2 · 2023-05-11 · cs.PF · cs.AI · 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{DZWTU4VB6UFF76TX7LNGXRU7X5}

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	2026-07-05T07:01:41.336105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e6d3a72a1f50a5ffa77fada6bc69fbf71d827758bc3a629cdf3d0828defdf9c

Aliases

arxiv: 2305.07440 · arxiv_version: 2305.07440v2 · doi: 10.48550/arxiv.2305.07440 · pith_short_12: DZWTU4VB6UFF · pith_short_16: DZWTU4VB6UFF76TX · pith_short_8: DZWTU4VB

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/DZWTU4VB6UFF76TX7LNGXRU7X5 \
  | 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: 1e6d3a72a1f50a5ffa77fada6bc69fbf71d827758bc3a629cdf3d0828defdf9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84b7a6b7074b794979babc8ef8979cf543a3edea63b4a00e67fa4429f83ca8d4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2023-05-11T11:55:16Z",
    "title_canon_sha256": "dd5f40e4eb6423933c3a1348afa0da4868252d8184de0ed0ac099361373a4614"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07440",
    "kind": "arxiv",
    "version": 2
  }
}