Pith Number

pith:33Y5VFLA

pith:2023:33Y5VFLAIQVCVPNCHKYGL5N36P

not attested not anchored not stored refs pending

Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks

Charline Le Lan, Jesse Farebrother, Joshua Greaves, Marc G. Bellemare, Pablo Samuel Castro, Rishabh Agarwal, Ross Goroshin

arxiv:2304.12567 v1 · 2023-04-25 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{33Y5VFLAIQVCVPNCHKYGL5N36P}

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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

Online Training and Pruning of Deep Reinforcement Learning Networks

Receipt and verification

First computed	2026-07-05T06:05:16.728082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

def1da9560442a2abda23ab065f5bbf3fc303dc5365f1448b02a0883982784d2

Aliases

arxiv: 2304.12567 · arxiv_version: 2304.12567v1 · doi: 10.48550/arxiv.2304.12567 · pith_short_12: 33Y5VFLAIQVC · pith_short_16: 33Y5VFLAIQVCVPNC · pith_short_8: 33Y5VFLA

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/33Y5VFLAIQVCVPNCHKYGL5N36P \
  | 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: def1da9560442a2abda23ab065f5bbf3fc303dc5365f1448b02a0883982784d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff8743923898a6fffc84264d67d89021ea9c4a4ff6a9a0c5a4a0aa74c49f81fa",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-25T04:25:08Z",
    "title_canon_sha256": "1bb4bc2693ca0da8a361dfb8f61106f9c21475f8be8ebccb491e4530fb261be9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.12567",
    "kind": "arxiv",
    "version": 1
  }
}