Pith Number

pith:FSXU67MD

pith:2024:FSXU67MDZOLZGMEOX3R3Z6ZKHJ

not attested not anchored not stored refs pending

Offline Imitation Learning with Model-based Reverse Augmentation

Hao-Sen Shi, Jie-Jing Shao, Lan-Zhe Guo, Yu-Feng Li

arxiv:2406.12550 v1 · 2024-06-18 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FSXU67MDZOLZGMEOX3R3Z6ZKHJ}

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

Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling

Receipt and verification

First computed	2026-07-05T08:33:48.004074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2caf4f7d83cb9793308ebee3bcfb2a3a6d130d9129c44661f32e3bbfb7b104fe

Aliases

arxiv: 2406.12550 · arxiv_version: 2406.12550v1 · doi: 10.48550/arxiv.2406.12550 · pith_short_12: FSXU67MDZOLZ · pith_short_16: FSXU67MDZOLZGMEO · pith_short_8: FSXU67MD

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/FSXU67MDZOLZGMEOX3R3Z6ZKHJ \
  | 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: 2caf4f7d83cb9793308ebee3bcfb2a3a6d130d9129c44661f32e3bbfb7b104fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f98a9db300f0bfc808150da6f73157a912de8531c2602a973f52ec410e55a87d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-18T12:27:02Z",
    "title_canon_sha256": "8b35027a61b1ba1ea118bf3a0ca0320d3ecfcdaab178e5710a80ea9023c45d54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12550",
    "kind": "arxiv",
    "version": 1
  }
}