Pith Number

pith:UTT6BK5F

pith:2024:UTT6BK5FB5GBBV4NDHMBVCAM2K

not attested not anchored not stored refs pending

Learning Causally Invariant Reward Functions from Diverse Demonstrations

Eugene Bykovets, Ivan Ovinnikov, Joachim M. Buhmann

arxiv:2409.08012 v1 · 2024-09-12 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UTT6BK5FB5GBBV4NDHMBVCAM2K}

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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

Factored Causal Representation Learning for Robust Reward Modeling in RLHF

Receipt and verification

First computed	2026-07-05T09:06:18.754433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4e7e0aba50f4c10d78d19d81a880cd2a44a71a4933c3978f36775c82018de52

Aliases

arxiv: 2409.08012 · arxiv_version: 2409.08012v1 · doi: 10.48550/arxiv.2409.08012 · pith_short_12: UTT6BK5FB5GB · pith_short_16: UTT6BK5FB5GBBV4N · pith_short_8: UTT6BK5F

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/UTT6BK5FB5GBBV4NDHMBVCAM2K \
  | 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: a4e7e0aba50f4c10d78d19d81a880cd2a44a71a4933c3978f36775c82018de52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05ffffaeb1cc921d86bfa521d6e5e2c9a8feff90b2eb1798f4a54067ca8ceffb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-12T12:56:24Z",
    "title_canon_sha256": "463f5e248d8afcb28708f78fea26496494d3a5ad9166071f12c786fbab78b2bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08012",
    "kind": "arxiv",
    "version": 1
  }
}