Pith Number

pith:SNZASIYL

pith:2023:SNZASIYLIO5MZRZC6LAXPMNATV

not attested not anchored not stored refs pending

Imitation Learning from Observation with Automatic Discount Scheduling

Chongjie Zhang, Chuan Wen, Weijun Dong, Yang Gao, Yingdong Hu, Yuyang Liu, Zhao-Heng Yin

arxiv:2310.07433 v3 · 2023-10-11 · cs.RO · cs.AI · 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{SNZASIYLIO5MZRZC6LAXPMNATV}

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

OPRIDE: Offline Preference-based Reinforcement Learning via In-Dataset Exploration

Receipt and verification

First computed	2026-07-05T07:42:20.614768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

937209230b43baccc722f2c177b1a09d5b4831149a477798504be75f49388874

Aliases

arxiv: 2310.07433 · arxiv_version: 2310.07433v3 · doi: 10.48550/arxiv.2310.07433 · pith_short_12: SNZASIYLIO5M · pith_short_16: SNZASIYLIO5MZRZC · pith_short_8: SNZASIYL

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/SNZASIYLIO5MZRZC6LAXPMNATV \
  | 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: 937209230b43baccc722f2c177b1a09d5b4831149a477798504be75f49388874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bf8cbd9191f67ef6ced025f6db9d83af32d7d837946b0e50afc1a2f6c11c23e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-10-11T12:34:39Z",
    "title_canon_sha256": "a815f7082fbbcf99f197f9fe88c2f6d95b9f29dde40a08d2ddedbc0cb7637752"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07433",
    "kind": "arxiv",
    "version": 3
  }
}