Pith Number

pith:GLWEMT36

pith:2026:GLWEMT365TFRDPLUDABCBWY4PI

not attested not anchored not stored refs pending

Structured Reinforcement Learning for Bayesian Persuasion : Application to Intelligent Interactive Driving

Anup Aprem, Merlin Paul

arxiv:2607.13576 v1 · 2026-07-15 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GLWEMT365TFRDPLUDABCBWY4PI}

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	2026-07-16T01:22:55.066714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32ec464f7eeccb11bd74180220db1c7a31b65238de5302a175d84230103f29c4

Aliases

arxiv: 2607.13576 · arxiv_version: 2607.13576v1 · doi: 10.48550/arxiv.2607.13576 · pith_short_12: GLWEMT365TFR · pith_short_16: GLWEMT365TFRDPLU · pith_short_8: GLWEMT36

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/GLWEMT365TFRDPLUDABCBWY4PI \
  | 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: 32ec464f7eeccb11bd74180220db1c7a31b65238de5302a175d84230103f29c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "766690ea31f33913238a432cc8423999d65db76265d33a1e5e57eed1146063cb",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-15T08:17:40Z",
    "title_canon_sha256": "eed7a6b7b298a8c9ce9a7c9bc2806b5577cfab2eb956e09fdfa4137dea8d8d8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.13576",
    "kind": "arxiv",
    "version": 1
  }
}