Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents

Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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Agent Handoff

Canonical ID harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents | Route /signal-canvas/harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents",
    "query_text": "Summarize Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents"
  }
}

source_context

{
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  "mode": "paper",
  "query": "Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents",
  "normalized_query": "2603.01481",
  "route": "/signal-canvas/harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents",
  "paper_ref": "harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents",
  "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: Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents

PDF: https://arxiv.org/pdf/2603.01481v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

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Not build-ready: Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents

/buildability/harmonizing-dense-and-sparse-signals-in-multi-turn-rl-dual-horizon-credit-assignment-for-industrial-sales-agents

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Subject: Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents

Verdict

Ignore

Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents

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