Pith Number

pith:F22XKRM7

pith:2024:F22XKRM75OGKA4GEKJVEEP7CML

not attested not anchored not stored refs pending

Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning

Marek Cygan, Mateusz Ostaszewski, Micha{\l} Bortkiewicz, Michal Nauman, Piotr Mi{\l}o\'s, Tomasz Trzci\'nski

arxiv:2403.00514 v2 · 2024-03-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F22XKRM75OGKA4GEKJVEEP7CML}

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.

Cited by

2 papers in Pith

Activation Function Design Sustains Plasticity in Continual Learning

Forager: a lightweight testbed for continual learning with partial observability in RL

Receipt and verification

First computed	2026-07-05T08:34:14.679841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eb575459feb8ca070c4526a423fe262c539f474273dc7c63270c6ac238042c0

Aliases

arxiv: 2403.00514 · arxiv_version: 2403.00514v2 · doi: 10.48550/arxiv.2403.00514 · pith_short_12: F22XKRM75OGK · pith_short_16: F22XKRM75OGKA4GE · pith_short_8: F22XKRM7

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/F22XKRM75OGKA4GEKJVEEP7CML \
  | 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: 2eb575459feb8ca070c4526a423fe262c539f474273dc7c63270c6ac238042c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "056a027245fb40b1bd6bf09286d56926507db9c407a5fd2db1c6a4e711f0201b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-01T13:25:10Z",
    "title_canon_sha256": "84bc92c5f5f2c53edbe98ca8b9ca9677f832c101df204c6b45af35da0e134d76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00514",
    "kind": "arxiv",
    "version": 2
  }
}