Pith Number

pith:HXXOABWO

pith:2022:HXXOABWOYCPRQURM6SUGQIJUBS

not attested not anchored not stored refs pending

The Primacy Bias in Deep Reinforcement Learning

Aaron Courville, Evgenii Nikishin, Max Schwarzer, Pierluca D'Oro, Pierre-Luc Bacon

arxiv:2205.07802 v1 · 2022-05-16 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HXXOABWOYCPRQURM6SUGQIJUBS}

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

3 papers in Pith

SFT Overtraining Predicts Rank Inversion via Entropy Collapse Under RLVR

Understanding Goal Generalisation in Sequential Reinforcement Learning

Plasticity-Enhanced Multi-Agent Mixture of Experts for Dynamic Objective Adaptation in UAVs-Assisted Emergency Communication Networks

Receipt and verification

First computed	2026-07-05T04:23:32.330961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3deee006cec09f18522cf4a86821340c984f1d8a155e9e459c8c488a7f87938e

Aliases

arxiv: 2205.07802 · arxiv_version: 2205.07802v1 · doi: 10.48550/arxiv.2205.07802 · pith_short_12: HXXOABWOYCPR · pith_short_16: HXXOABWOYCPRQURM · pith_short_8: HXXOABWO

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/HXXOABWOYCPRQURM6SUGQIJUBS \
  | 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: 3deee006cec09f18522cf4a86821340c984f1d8a155e9e459c8c488a7f87938e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "725723158f3504d8644e2c933cbad76a63159c39dc7b401fdcc421099ba68e80",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-16T16:48:36Z",
    "title_canon_sha256": "e308fc9c924bace9015b71990b7979b1882b500c9ae87588e9a25f8d541d7e16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07802",
    "kind": "arxiv",
    "version": 1
  }
}