Pith Number

pith:MDE23LFH

pith:2025:MDE23LFHYS2ZQSVRUZBW72LLIF

not attested not anchored not stored refs pending

Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning

Christopher G. Lucas, David Abel, Pablo Samuel Castro, Prakash Panangaden, Samuel Garcin, Stefano V. Albrecht, Trevor McInroe

arxiv:2503.06343 v2 · 2025-03-08 · cs.LG · cs.AI

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

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\usepackage{pith}
\pithnumber{MDE23LFHYS2ZQSVRUZBW72LLIF}

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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

Self-Supervised Multisensory Pretraining for Contact-Rich Robot Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:41:53.228184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60c9adaca7c4b5984ab1a6436fe96b416630c2cc9b6c6c43b75259dc1f7a571e

Aliases

arxiv: 2503.06343 · arxiv_version: 2503.06343v2 · doi: 10.48550/arxiv.2503.06343 · pith_short_12: MDE23LFHYS2Z · pith_short_16: MDE23LFHYS2ZQSVR · pith_short_8: MDE23LFH

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/MDE23LFHYS2ZQSVRUZBW72LLIF \
  | 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: 60c9adaca7c4b5984ab1a6436fe96b416630c2cc9b6c6c43b75259dc1f7a571e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a2b054085a87eafb09b5608b4eecbeae8ede5a99754172696445443b87a74d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-08T21:29:20Z",
    "title_canon_sha256": "5f2482d4d15d9766c379de632f86c4c617f88e801983fede5786f376760b50f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06343",
    "kind": "arxiv",
    "version": 2
  }
}