Pith Number

pith:GYDBBR2W

pith:2023:GYDBBR2W3LQ4ZIQFRVNIDDJXKB

not attested not anchored not stored refs pending

Hierarchical Imitation Learning for Stochastic Environments

Brandyn White, Kyriacos Shiarlis, Maximilian Igl, Paul Mougin, Punit Shah, Shimon Whiteson, Sirish Srinivasan, Tarun Gupta

arxiv:2309.14003 v1 · 2023-09-25 · 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{GYDBBR2W3LQ4ZIQFRVNIDDJXKB}

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	2026-07-05T06:54:00.454750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

360610c756dae1cca2058d5a818d375051c6864d718042942b669f99365fe75f

Aliases

arxiv: 2309.14003 · arxiv_version: 2309.14003v1 · doi: 10.48550/arxiv.2309.14003 · pith_short_12: GYDBBR2W3LQ4 · pith_short_16: GYDBBR2W3LQ4ZIQF · pith_short_8: GYDBBR2W

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/GYDBBR2W3LQ4ZIQFRVNIDDJXKB \
  | 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: 360610c756dae1cca2058d5a818d375051c6864d718042942b669f99365fe75f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52a59bb344ec3de021210a4b99674997149ceb275dcc843181053dea588af3a4",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-25T10:10:34Z",
    "title_canon_sha256": "7fd9792dc0118b715e371751fd7fc26275fadcbb968a3f740690c33d449d5835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.14003",
    "kind": "arxiv",
    "version": 1
  }
}