Pith Number

pith:LI7RYNUB

pith:2020:LI7RYNUBFFGLDX4N56CF24G7ZG

not attested not anchored not stored refs pending

Non-Adversarial Imitation Learning and its Connections to Adversarial Methods

Gerhard Neumann, Oleg Arenz

arxiv:2008.03525 v1 · 2020-08-08 · cs.LG · cs.IT · cs.RO · math.IT · 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{LI7RYNUBFFGLDX4N56CF24G7ZG}

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

Trust Region Inverse Reinforcement Learning: Explicit Dual Ascent using Local Policy Updates

Receipt and verification

First computed	2026-07-05T01:25:42.746907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a3f1c3681294cb1df8def845d70dfc9835cc54a88a67b949e7c265ad96f44b6

Aliases

arxiv: 2008.03525 · arxiv_version: 2008.03525v1 · doi: 10.48550/arxiv.2008.03525 · pith_short_12: LI7RYNUBFFGL · pith_short_16: LI7RYNUBFFGLDX4N · pith_short_8: LI7RYNUB

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/LI7RYNUBFFGLDX4N56CF24G7ZG \
  | 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: 5a3f1c3681294cb1df8def845d70dfc9835cc54a88a67b949e7c265ad96f44b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d8fec8b0b2db9cb0c482c0d6572c3213c9802f376690b92c8aabd2369790ae9",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.RO",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-08T13:43:06Z",
    "title_canon_sha256": "2146b2400a76d9a7e0a113c9dd62ddec683f1a87e8c6bdf3cbedae868c9da19c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.03525",
    "kind": "arxiv",
    "version": 1
  }
}