Pith Number

pith:E6XGS5BD

pith:2024:E6XGS5BD4O2KBWNNPATFM4QYGB

not attested not anchored not stored refs pending

Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL

Aaron Courville, Ghada Sokar, Hugo Larochelle, Johan Obando-Ceron, Pablo Samuel Castro

arxiv:2410.01930 v2 · 2024-10-02 · 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{E6XGS5BD4O2KBWNNPATFM4QYGB}

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

1 paper in Pith

The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:20:40.233451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27ae697423e3b4a0d9ad78265672183050e0add4aab3517dccdcc1bb114adc3b

Aliases

arxiv: 2410.01930 · arxiv_version: 2410.01930v2 · doi: 10.48550/arxiv.2410.01930 · pith_short_12: E6XGS5BD4O2K · pith_short_16: E6XGS5BD4O2KBWNN · pith_short_8: E6XGS5BD

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/E6XGS5BD4O2KBWNNPATFM4QYGB \
  | 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: 27ae697423e3b4a0d9ad78265672183050e0add4aab3517dccdcc1bb114adc3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "945d23e7d295dc7671a69e26d952d78c1ed48d6d5723169b9f2324250a1e9f65",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T18:22:45Z",
    "title_canon_sha256": "0aa33f387694a07abcd91e0308432b5b70082e396809f6026fefbe672250d96a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01930",
    "kind": "arxiv",
    "version": 2
  }
}