Pith Number

pith:G43B4AUC

pith:2025:G43B4AUCK3F6RYM77E4SHZPB47

not attested not anchored not stored refs pending

Safety-Prioritized, Reinforcement Learning-Enabled Traffic Flow Optimization in a 3D City-Wide Simulation Environment

Mira Nuthakki

arxiv:2506.03161 v1 · 2025-05-23 · cs.LG · cs.AI · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G43B4AUCK3F6RYM77E4SHZPB47}

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	2026-07-05T11:15:48.033445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37361e028256cbe8e19ff93923e5e1e7d6d74318bef53fc1f569faabd8c7da5c

Aliases

arxiv: 2506.03161 · arxiv_version: 2506.03161v1 · doi: 10.48550/arxiv.2506.03161 · pith_short_12: G43B4AUCK3F6 · pith_short_16: G43B4AUCK3F6RYM7 · pith_short_8: G43B4AUC

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/G43B4AUCK3F6RYM77E4SHZPB47 \
  | 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: 37361e028256cbe8e19ff93923e5e1e7d6d74318bef53fc1f569faabd8c7da5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72364f8d7b126fe117d9632a5a21a39d4fedf5c09e83b3e99f1807f5acc91f33",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-23T00:43:14Z",
    "title_canon_sha256": "2a232c3b7905d80bcbe3b3872bb57069adf891053c042beb3ce0e74d9e66851f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03161",
    "kind": "arxiv",
    "version": 1
  }
}