Pith Number

pith:SX6S73LO

pith:2024:SX6S73LOQCZU5WU3H6QV62ZV3N

not attested not anchored not stored refs pending

Mixture of Experts in a Mixture of RL settings

Jakob Foerster, Johan Obando-Ceron, Karolina Dziugaite, Pablo Samuel Castro, Timon Willi

arxiv:2406.18420 v1 · 2024-06-26 · 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{SX6S73LOQCZU5WU3H6QV62ZV3N}

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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

3 papers in Pith

MORES: Mobile Reasoning-as-a-Service via Distributed LLM Inference-Time Scaling

Multi-scale Mixture of World Models for Embodied Agents in Evolving Environments

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

Receipt and verification

First computed	2026-07-05T08:37:08.892882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95fd2fed6e80b34eda9b3fa15f6b35db5f4fdd8a262e21b8f3663ea01c7d4d22

Aliases

arxiv: 2406.18420 · arxiv_version: 2406.18420v1 · doi: 10.48550/arxiv.2406.18420 · pith_short_12: SX6S73LOQCZU · pith_short_16: SX6S73LOQCZU5WU3 · pith_short_8: SX6S73LO

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/SX6S73LOQCZU5WU3H6QV62ZV3N \
  | 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: 95fd2fed6e80b34eda9b3fa15f6b35db5f4fdd8a262e21b8f3663ea01c7d4d22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc5edacf452a1a6688288e39d4127fbcf11b829232cc68ed0d597a959843075e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-26T15:15:15Z",
    "title_canon_sha256": "62031382ee4bd2f5b144284728b0ee90077f99617007e8dc4b33de7c165fd23a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18420",
    "kind": "arxiv",
    "version": 1
  }
}