Pith Number

pith:ZGJJAKLE

pith:2023:ZGJJAKLE5P36MF2ZN45HR3Z34F

not attested not anchored not stored refs pending

Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning

Abhishek Gupta, Chuning Zhu, Qiwen Cui, Runlong Zhou, Simon Shaolei Du, Zhaoyi Zhou

arxiv:2310.19308 v2 · 2023-10-30 · 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{ZGJJAKLE5P36MF2ZN45HR3Z34F}

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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

Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning

Receipt and verification

First computed	2026-07-05T07:19:23.332803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c992902964ebf7e617596f3a78ef3be1766012d8e63b16233f142f671b068cce

Aliases

arxiv: 2310.19308 · arxiv_version: 2310.19308v2 · doi: 10.48550/arxiv.2310.19308 · pith_short_12: ZGJJAKLE5P36 · pith_short_16: ZGJJAKLE5P36MF2Z · pith_short_8: ZGJJAKLE

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/ZGJJAKLE5P36MF2ZN45HR3Z34F \
  | 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: c992902964ebf7e617596f3a78ef3be1766012d8e63b16233f142f671b068cce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20c9d29a744e9a2615f75e0844616aaf37c1b927b763fa50dcbe58e347a1160a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-30T07:03:14Z",
    "title_canon_sha256": "757f8349913194cf6e315f0fb4fbc75b1a783c063fa1a065a78d27abf55d6a50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19308",
    "kind": "arxiv",
    "version": 2
  }
}