Pith Number

pith:734ZVCTJ

pith:2018:734ZVCTJFU467BUYFRSAPZINAF

not attested not anchored not stored refs pending

Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations

Diego Klabjan, Xingyu Wang

arxiv:1801.02124 v2 · 2018-01-07 · stat.ML · 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{734ZVCTJFU467BUYFRSAPZINAF}

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	2026-05-18T00:14:06.427894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fef99a8a692d39ef86982c6407e50d017d34d69944b4352a5a2921c8b16325f0

Aliases

arxiv: 1801.02124 · arxiv_version: 1801.02124v2 · doi: 10.48550/arxiv.1801.02124 · pith_short_12: 734ZVCTJFU46 · pith_short_16: 734ZVCTJFU467BUY · pith_short_8: 734ZVCTJ

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/734ZVCTJFU467BUYFRSAPZINAF \
  | 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: fef99a8a692d39ef86982c6407e50d017d34d69944b4352a5a2921c8b16325f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "789d44aa630aff4012c7dbbdb27f65b485a056726acf4733727f717ef9a70613",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-01-07T03:53:30Z",
    "title_canon_sha256": "2f9dd11b392906b90ac4bcc360fbfff3fe1903b109e153abfead1dded2b3d26f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.02124",
    "kind": "arxiv",
    "version": 2
  }
}