Pith Number

pith:6AJ4FLEX

pith:2020:6AJ4FLEXKM6ZSGOOWCX3DBBBXJ

not attested not anchored not stored refs pending

Agent57: Outperforming the Atari Human Benchmark

Adri\`a Puigdom\`enech Badia, Alex Vitvitskyi, Bilal Piot, Charles Blundell, Daniel Guo, Pablo Sprechmann, Steven Kapturowski

arxiv:2003.13350 v1 · 2020-03-30 · cs.LG · 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{6AJ4FLEXKM6ZSGOOWCX3DBBBXJ}

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

Mastering Atari with Discrete World Models

Receipt and verification

First computed	2026-07-05T00:51:22.332322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f013c2ac97533d9919ceb0afb18421ba781a87379eeef83ad521bd95ba0ef2b1

Aliases

arxiv: 2003.13350 · arxiv_version: 2003.13350v1 · doi: 10.48550/arxiv.2003.13350 · pith_short_12: 6AJ4FLEXKM6Z · pith_short_16: 6AJ4FLEXKM6ZSGOO · pith_short_8: 6AJ4FLEX

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/6AJ4FLEXKM6ZSGOOWCX3DBBBXJ \
  | 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: f013c2ac97533d9919ceb0afb18421ba781a87379eeef83ad521bd95ba0ef2b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "359ab5aa0eda41eb61f0fd0a75b21e21819451d0e734d0dd575ebaf1799f1802",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-30T11:33:16Z",
    "title_canon_sha256": "e4a4c4085c964b7df959d3a5db1f63fc781c95225a7b2cba33432ced3613f68c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.13350",
    "kind": "arxiv",
    "version": 1
  }
}