QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch | Route /signal-canvas/qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch

MCP example

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    "mode": "paper",
    "paper_ref": "qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch",
    "query_text": "Summarize QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch"
  }
}

source_context

{
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  "mode": "paper",
  "query": "QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch",
  "normalized_query": "2604.07853",
  "route": "/signal-canvas/qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch",
  "paper_ref": "qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

PDF: https://arxiv.org/pdf/2604.07853v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-10T17:42:32.497Z

Signal Canvas receipt window

Not build-ready: QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

/buildability/qarl-rollout-aligned-quantization-aware-rl-for-fast-and-stable-training-under-training-inference-mismatch

Ignoreblocked

Subject: QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

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