Pith Number

pith:NZCSUGPF

pith:2024:NZCSUGPFLAVO5XWTTZAC4OJKRN

not attested not anchored not stored refs pending

Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks

Laurenz Wiskott, Moritz Lange, Raphael C. Engelhardt, Wolfgang Konen

arxiv:2402.12067 v1 · 2024-02-19 · cs.LG · cs.NE · 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{NZCSUGPFLAVO5XWTTZAC4OJKRN}

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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

Perspectives for Direct Interpretability in Multi-Agent Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:46:48.274340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e452a19e5582aeeded39e402e392a8b46007c52badb5494c956e0d524da54e9

Aliases

arxiv: 2402.12067 · arxiv_version: 2402.12067v1 · doi: 10.48550/arxiv.2402.12067 · pith_short_12: NZCSUGPFLAVO · pith_short_16: NZCSUGPFLAVO5XWT · pith_short_8: NZCSUGPF

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/NZCSUGPFLAVO5XWTTZAC4OJKRN \
  | 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: 6e452a19e5582aeeded39e402e392a8b46007c52badb5494c956e0d524da54e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "222505cff305e6e37946018347ae77bba5966c20c038e33f0cd3224ba4a74152",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-19T11:35:01Z",
    "title_canon_sha256": "5880c8a991021e850acef7c098c6c56f3c2050a797ba46027c6f84398f217fba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12067",
    "kind": "arxiv",
    "version": 1
  }
}