Pith Number

pith:T4M3DZ5M

pith:2023:T4M3DZ5MRQSAXLWLHQCBG4RLGS

not attested not anchored not stored refs pending

Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making

Chunxiang Wang, Ming Yang, Mingyang Jiang, Songan Zhang, Xingyuan Chen, Yeqiang Qian, Yueyuan Li

arxiv:2311.11058 v3 · 2023-11-18 · 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{T4M3DZ5MRQSAXLWLHQCBG4RLGS}

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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

1 paper in Pith

Exposing the Copycat Problem of Imitation-based Planner: A Novel Closed-Loop Simulator, Causal Benchmark and Joint IL-RL Baseline

Receipt and verification

First computed	2026-07-05T08:20:51.716158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f19b1e7ac8c240baecb3c0413722b34ac167d9a8ca4ef8f98380e34a65c6a6d

Aliases

arxiv: 2311.11058 · arxiv_version: 2311.11058v3 · doi: 10.48550/arxiv.2311.11058 · pith_short_12: T4M3DZ5MRQSA · pith_short_16: T4M3DZ5MRQSAXLWL · pith_short_8: T4M3DZ5M

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/T4M3DZ5MRQSAXLWLHQCBG4RLGS \
  | 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: 9f19b1e7ac8c240baecb3c0413722b34ac167d9a8ca4ef8f98380e34a65c6a6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad5f776141b6934d7a060ba88d537126eeb18b263106e58df222ff5ed7258b10",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-18T12:31:34Z",
    "title_canon_sha256": "28bd1d4adc3394d97d53702fc4cb7da3f44b00345e958d6022d2d817dc74ec27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11058",
    "kind": "arxiv",
    "version": 3
  }
}