Pith Number

pith:ZOVO6637

pith:2020:ZOVO66372KDJ2ATYRIH4RO63YA

not attested not anchored not stored refs pending

Intrinsic Reward Driven Imitation Learning via Generative Model

Ivor W. Tsang, Xingrui Yu, Yueming Lyu

arxiv:2006.15061 v4 · 2020-06-26 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZOVO66372KDJ2ATYRIH4RO63YA}

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	2026-07-05T01:34:43.378900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbaaef7b7fd2869d02788a0fc8bbdbc01a5fe6e518f59efbbaf598969f7441dd

Aliases

arxiv: 2006.15061 · arxiv_version: 2006.15061v4 · doi: 10.48550/arxiv.2006.15061 · pith_short_12: ZOVO66372KDJ · pith_short_16: ZOVO66372KDJ2ATY · pith_short_8: ZOVO6637

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/ZOVO66372KDJ2ATYRIH4RO63YA \
  | 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: cbaaef7b7fd2869d02788a0fc8bbdbc01a5fe6e518f59efbbaf598969f7441dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c269c01130ff4e24303210630584074c437aa72ae2eb92d644bcb049b9402d6",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-26T15:39:40Z",
    "title_canon_sha256": "244165524e51dea8e5552ea982fe4bd473917b2b3f0a5b44bc7e0a6d3d1dd002"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15061",
    "kind": "arxiv",
    "version": 4
  }
}