Pith Number

pith:QDP42T5P

pith:2024:QDP42T5PBJHAPKYOZ3DOUWMWTC

not attested not anchored not stored refs pending

Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning

Mhairi Dunion, Stefano V. Albrecht, Xin Li, Xuehui Yu

arxiv:2406.04815 v3 · 2024-06-07 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QDP42T5PBJHAPKYOZ3DOUWMWTC}

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	2026-07-05T09:31:46.620358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80dfcd4faf0a4e07ab0ecec6ea5996989ffc1d22df62dc85678d57db65bdcd95

Aliases

arxiv: 2406.04815 · arxiv_version: 2406.04815v3 · doi: 10.48550/arxiv.2406.04815 · pith_short_12: QDP42T5PBJHA · pith_short_16: QDP42T5PBJHAPKYO · pith_short_8: QDP42T5P

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/QDP42T5PBJHAPKYOZ3DOUWMWTC \
  | 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: 80dfcd4faf0a4e07ab0ecec6ea5996989ffc1d22df62dc85678d57db65bdcd95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "112981fc4b6e825c0c4b7d1044c074ef43d2e6be99d5599733432fd261c487c3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T10:35:29Z",
    "title_canon_sha256": "8110e12a19d8a772ec66b123d949ca383fb97399973a3e4938f75b6e4e3d56c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04815",
    "kind": "arxiv",
    "version": 3
  }
}