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Pith Number

pith:3XM7CB6F

pith:2024:3XM7CB6FR6XV52BSDRBPMI57WE
not attested not anchored not stored refs pending

DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning

Alane Suhr, Aviral Kumar, Hao Bai, Jiayi Pan, Mert Cemri, Sergey Levine, Yifei Zhou

arxiv:2406.11896 v1 · 2024-06-14 · cs.LG

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\usepackage{pith}
\pithnumber{3XM7CB6FR6XV52BSDRBPMI57WE}

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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

9 papers in Pith

Receipt and verification
First computed 2026-07-05T08:33:52.187067Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ddd9f107c58faf5ee8321c42f623bfb10e5957db36b6302e2e2bf044b3c49c24

Aliases

arxiv: 2406.11896 · arxiv_version: 2406.11896v1 · doi: 10.48550/arxiv.2406.11896 · pith_short_12: 3XM7CB6FR6XV · pith_short_16: 3XM7CB6FR6XV52BS · pith_short_8: 3XM7CB6F
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3XM7CB6FR6XV52BSDRBPMI57WE \
  | 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: ddd9f107c58faf5ee8321c42f623bfb10e5957db36b6302e2e2bf044b3c49c24
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bd649dd4f7baaa804d3b2c658e2f430307b7f451a100d92033b290a6f0bc9712",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-14T17:49:55Z",
    "title_canon_sha256": "ce1dae3f371c6776216cc0df534245b6e4fe1869ee8a4b991d26b0c96e170d3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11896",
    "kind": "arxiv",
    "version": 1
  }
}