Pith Number

pith:VWWHPB3A

pith:2019:VWWHPB3A7LDFLZSEEFRFGEGNKQ

not attested not anchored not stored refs pending

Causal Confusion in Imitation Learning

Dinesh Jayaraman, Pim de Haan, Sergey Levine

arxiv:1905.11979 v2 · 2019-05-28 · cs.LG · 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{VWWHPB3A7LDFLZSEEFRFGEGNKQ}

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

2 papers in Pith

Understanding Goal Generalisation in Sequential Reinforcement Learning

DSSP: Diffusion State Space Policy with Full-History Encoding

Receipt and verification

First computed	2026-07-05T00:16:34.728999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adac778760fac655e64421625310cd543fe4e309fa54574d5dc0b75f4cc8ad54

Aliases

arxiv: 1905.11979 · arxiv_version: 1905.11979v2 · doi: 10.48550/arxiv.1905.11979 · pith_short_12: VWWHPB3A7LDF · pith_short_16: VWWHPB3A7LDFLZSE · pith_short_8: VWWHPB3A

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/VWWHPB3A7LDFLZSEEFRFGEGNKQ \
  | 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: adac778760fac655e64421625310cd543fe4e309fa54574d5dc0b75f4cc8ad54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4025d313cdd913f880aa500bc343722abc32fe9883832420b3fdf68321cda796",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-28T17:56:19Z",
    "title_canon_sha256": "e591589acc60cda46ec6dfa4b46f6eef52ee3a144cfb70e47baab13b2391c907"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11979",
    "kind": "arxiv",
    "version": 2
  }
}