Pith Number

pith:DAEGA3QJ

pith:2025:DAEGA3QJ6CS3OHNB2ITMLKCB46

not attested not anchored not stored refs pending

Reinforcement Learning with Physics-Informed Symbolic Program Priors for Zero-Shot Wireless Indoor Navigation

Haozhe Lei, Mingsheng Yin, Tao Li, Yaqi Hu

arxiv:2506.22365 v1 · 2025-06-27 · cs.LG · 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{DAEGA3QJ6CS3OHNB2ITMLKCB46}

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	2026-07-05T11:28:26.109648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1808606e09f0a5b71da1d226c5a841e78f5af835439c75a3d30b632ea6ed87e5

Aliases

arxiv: 2506.22365 · arxiv_version: 2506.22365v1 · doi: 10.48550/arxiv.2506.22365 · pith_short_12: DAEGA3QJ6CS3 · pith_short_16: DAEGA3QJ6CS3OHNB · pith_short_8: DAEGA3QJ

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/DAEGA3QJ6CS3OHNB2ITMLKCB46 \
  | 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: 1808606e09f0a5b71da1d226c5a841e78f5af835439c75a3d30b632ea6ed87e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c45fbdacb2db9a04beb421f0e14636a2276aaed73b7f83c4dd2821c70d97ec7",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-27T16:26:29Z",
    "title_canon_sha256": "874931330f9c2348d9a1f5d1221dee93382298b7658f506c2295fc549d533847"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22365",
    "kind": "arxiv",
    "version": 1
  }
}