Pith Number

pith:MBGE5XRK

pith:2022:MBGE5XRKHJ7FAHI4U3YEG45NSP

not attested not anchored not stored refs pending

Neural Distillation as a State Representation Bottleneck in Reinforcement Learning

Carlos Aguilar-Melchor, Dennis G. Wilson, Emmanuel Rachelson, Valentin Guillet

arxiv:2210.02224 v1 · 2022-10-05 · 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{MBGE5XRKHJ7FAHI4U3YEG45NSP}

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	2026-07-05T05:03:44.888291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

604c4ede2a3a7e501d1ca6f04373ad93df06657192d45c35f55e43f20ff145b2

Aliases

arxiv: 2210.02224 · arxiv_version: 2210.02224v1 · doi: 10.48550/arxiv.2210.02224 · pith_short_12: MBGE5XRKHJ7F · pith_short_16: MBGE5XRKHJ7FAHI4 · pith_short_8: MBGE5XRK

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/MBGE5XRKHJ7FAHI4U3YEG45NSP \
  | 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: 604c4ede2a3a7e501d1ca6f04373ad93df06657192d45c35f55e43f20ff145b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15b90b395dddd1a7aed600c02ee7c9ef39f652ba3fa25933aca6f3f92c106aa9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-05T13:00:39Z",
    "title_canon_sha256": "9db860581fa2e497893d4a95d9f0366c3f4ad0f6e239c4e7ac1c9e3cb2d2d54c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02224",
    "kind": "arxiv",
    "version": 1
  }
}