Pith Number

pith:FPTLQ4U5

pith:2023:FPTLQ4U5CEB2LJNAWYNGQHWWIH

not attested not anchored not stored refs pending

Massively Scalable Inverse Reinforcement Learning in Google Maps

Denali Molitor, Jason Trader, Markus Wulfmeier, Matt Barnes, Matt Deeds, Matthew Abueg, Oliver F. Lange, Shawn O'Banion

arxiv:2305.11290 v4 · 2023-05-18 · 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{FPTLQ4U5CEB2LJNAWYNGQHWWIH}

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.

Cited by

1 paper in Pith

A Lecture Note on Offline RL and IRL, Part II: Foundations of Inverse Reinforcement Learning and Dynamic Discrete Choice Models

Receipt and verification

First computed	2026-07-05T07:52:40.336605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2be6b8729d1103a5a5a0b61a681ed641cc39fdf6c68cde7ce955b8630cd57185

Aliases

arxiv: 2305.11290 · arxiv_version: 2305.11290v4 · doi: 10.48550/arxiv.2305.11290 · pith_short_12: FPTLQ4U5CEB2 · pith_short_16: FPTLQ4U5CEB2LJNA · pith_short_8: FPTLQ4U5

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/FPTLQ4U5CEB2LJNAWYNGQHWWIH \
  | 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: 2be6b8729d1103a5a5a0b61a681ed641cc39fdf6c68cde7ce955b8630cd57185

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a8b0dc7e833ea2c4818c0dedb379d151ca3e98a84f1211d0652aadcb3715bad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-18T20:14:28Z",
    "title_canon_sha256": "defcb383202ee306bbbcf135dd6ac9b0a33245ad3a9cac90b594823a7a69bc3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11290",
    "kind": "arxiv",
    "version": 4
  }
}