Pith Number

pith:EGSL7RBK

pith:2023:EGSL7RBKOBXFHQMUCOCKJ4QNPZ

not attested not anchored not stored refs pending

SurrealDriver: Designing LLM-powered Generative Driver Agent Framework based on Human Drivers' Driving-thinking Data

Guyue Zhou, Huiling Peng, Jiangtao Gong, Jiayang Li, Jingli Qin, Jintao Xie, Peizhong Gao, Ruoxuan Yang, Xiaoan Liu, Xiaoxi Shen, Ye Jin, Zhijie Yi

arxiv:2309.13193 v2 · 2023-09-22 · cs.HC

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\usepackage{pith}
\pithnumber{EGSL7RBKOBXFHQMUCOCKJ4QNPZ}

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Record completeness

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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

6 papers in Pith

Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models

LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios

Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration

Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models

Receipt and verification

First computed	2026-07-05T08:46:18.542735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21a4bfc42a706e53c1941384a4f20d7e4742fdf362ead7c8ae12d092e4a56e0c

Aliases

arxiv: 2309.13193 · arxiv_version: 2309.13193v2 · doi: 10.48550/arxiv.2309.13193 · pith_short_12: EGSL7RBKOBXF · pith_short_16: EGSL7RBKOBXFHQMU · pith_short_8: EGSL7RBK

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/EGSL7RBKOBXFHQMUCOCKJ4QNPZ \
  | 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: 21a4bfc42a706e53c1941384a4f20d7e4742fdf362ead7c8ae12d092e4a56e0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5735e8ad904b0ee7ecfd2cbf5604a7cd08a528f739a80e1d497a4ba80229955d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-09-22T21:56:00Z",
    "title_canon_sha256": "939db8ffc7cca8291a9525a142313ba4488f2bee9801ac41f75fde5903c03745"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13193",
    "kind": "arxiv",
    "version": 2
  }
}