Pith Number

pith:IGAPR2EL

pith:2020:IGAPR2ELYUDPGG7PB4QBWAMXY4

not attested not anchored not stored refs pending

Super-Human Performance in Gran Turismo Sport Using Deep Reinforcement Learning

Davide Scaramuzza, Elia Kaufmann, Florian Fuchs, Peter Duerr, Yunlong Song

arxiv:2008.07971 v2 · 2020-08-18 · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IGAPR2ELYUDPGG7PB4QBWAMXY4}

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

Self driving algorithm for an active four wheel drive racecar

Receipt and verification

First computed	2026-07-05T02:38:29.930378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4180f8e88bc506f31bef0f201b0197c73ccfb1cdd2d2d3e2747759da188992bf

Aliases

arxiv: 2008.07971 · arxiv_version: 2008.07971v2 · doi: 10.48550/arxiv.2008.07971 · pith_short_12: IGAPR2ELYUDP · pith_short_16: IGAPR2ELYUDPGG7P · pith_short_8: IGAPR2EL

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/IGAPR2ELYUDPGG7PB4QBWAMXY4 \
  | 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: 4180f8e88bc506f31bef0f201b0197c73ccfb1cdd2d2d3e2747759da188992bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4ee065609619bbd2490d8217b617b257526601800f4ea274a72b891308e7500",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-08-18T15:06:44Z",
    "title_canon_sha256": "a8d0a92030aacf7b338a68bc3a16d9857b156fdfea237e0c5d470b5dee296fa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.07971",
    "kind": "arxiv",
    "version": 2
  }
}