Pith Number

pith:UE73HWMQ

pith:2020:UE73HWMQKB3L4DBO22MA5V7NGF

not attested not anchored not stored refs pending

Invariant Causal Prediction for Block MDPs

Amy Zhang, Angelos Filos, Clare Lyle, Doina Precup, Joelle Pineau, Marta Kwiatkowska, Shagun Sodhani, Yarin Gal

arxiv:2003.06016 v2 · 2020-03-12 · 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{UE73HWMQKB3L4DBO22MA5V7NGF}

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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

Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:09:41.723493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a13fb3d9905076be0c2ed6980ed7ed3168dc6f2497fe254f31a4ec2305ec0f28

Aliases

arxiv: 2003.06016 · arxiv_version: 2003.06016v2 · doi: 10.48550/arxiv.2003.06016 · pith_short_12: UE73HWMQKB3L · pith_short_16: UE73HWMQKB3L4DBO · pith_short_8: UE73HWMQ

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/UE73HWMQKB3L4DBO22MA5V7NGF \
  | 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: a13fb3d9905076be0c2ed6980ed7ed3168dc6f2497fe254f31a4ec2305ec0f28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07285f824d3ad3532cc221d3b472c5773289dae57957eaf6e540c8d39eb0abec",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-12T21:03:01Z",
    "title_canon_sha256": "c00b02f29b4e8dc614b3a110ef52176d5eb5043fd4dbd526ecf2caeb08b17b09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.06016",
    "kind": "arxiv",
    "version": 2
  }
}