Pith Number

pith:ZVM7ZJ6C

pith:2024:ZVM7ZJ6CW2PJQ5IJVHKJ7ZKTOG

not attested not anchored not stored refs pending

Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction

Ge Zhang, Hao Zhao, Jarvi Guo, Jie Fu, Liuyu Xiang, Shawn Yue, Stephen W. Huang, Tianyu Zheng, Yonggang Jin, Zhaofeng He

arxiv:2402.04154 v7 · 2024-02-06 · 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{ZVM7ZJ6CW2PJQ5IJVHKJ7ZKTOG}

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	2026-07-05T09:36:38.522639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd59fca7c2b69e987509a9d49fe55371ac7d630d53672aeb7a14eb448eea35b3

Aliases

arxiv: 2402.04154 · arxiv_version: 2402.04154v7 · doi: 10.48550/arxiv.2402.04154 · pith_short_12: ZVM7ZJ6CW2PJ · pith_short_16: ZVM7ZJ6CW2PJQ5IJ · pith_short_8: ZVM7ZJ6C

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/ZVM7ZJ6CW2PJQ5IJVHKJ7ZKTOG \
  | 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: cd59fca7c2b69e987509a9d49fe55371ac7d630d53672aeb7a14eb448eea35b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5106121898a1e5b0ebc51e2a01cac3623805916f3a24918d45b8e2fe3ad9efb0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-06T17:09:25Z",
    "title_canon_sha256": "14a8bdf5ec6565e42ed84d3c92aeaad0fe177c422742d284981f7d7dfc00c805"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04154",
    "kind": "arxiv",
    "version": 7
  }
}