Pith Number

pith:E6DUKVIL

pith:2020:E6DUKVILVZ2ZJ5AVKT5QXTZ4Y5

not attested not anchored not stored refs pending

Reinforcement Learning Agents for Ubisoft's Roller Champions

Aurelien Simoni, Eloi Alonso, Maxim Peter, Nancy Iskander

arxiv:2012.06031 v1 · 2020-12-10 · 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{E6DUKVILVZ2ZJ5AVKT5QXTZ4Y5}

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

A Comprehensive Review of Multi-Agent Reinforcement Learning in Video Games

Receipt and verification

First computed	2026-07-05T01:58:46.710227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

278745550bae7594f41554fb0bcf3cc77971174e14688c67125f95a1cb0f6a4a

Aliases

arxiv: 2012.06031 · arxiv_version: 2012.06031v1 · doi: 10.48550/arxiv.2012.06031 · pith_short_12: E6DUKVILVZ2Z · pith_short_16: E6DUKVILVZ2ZJ5AV · pith_short_8: E6DUKVIL

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/E6DUKVILVZ2ZJ5AVKT5QXTZ4Y5 \
  | 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: 278745550bae7594f41554fb0bcf3cc77971174e14688c67125f95a1cb0f6a4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abdea62cfe292b0430bb47845521af9ea68d0c7fb53447631a1d97c8743cf5ea",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-10T23:53:15Z",
    "title_canon_sha256": "af62c72cef93aed6bc801a92521ca27050ade8ab2d0648d753540d5a82fc27e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.06031",
    "kind": "arxiv",
    "version": 1
  }
}