T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/t-2-po-uncertainty-guided-exploration-control-for-stable-multi-turn-agentic-reinforcement-learning

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Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-05
Score updated: 2026-05-05
Score fresh until: 2026-06-04
References: 0
Source count: 4
Coverage: 67%

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Agent Handoff

Canonical ID t-2-po-uncertainty-guided-exploration-control-for-stable-multi-turn-agentic-reinforcement-learning | Route /signal-canvas/t-2-po-uncertainty-guided-exploration-control-for-stable-multi-turn-agentic-reinforcement-learning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/t-2-po-uncertainty-guided-exploration-control-for-stable-multi-turn-agentic-reinforcement-learning

MCP example

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    "query_text": "Summarize T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning"
  }
}

source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

PDF: https://arxiv.org/pdf/2605.02178v1

Repository: https://github.com/WillDreamer/T2PO

Source count: 4

Coverage: 67%

Last proof check: 2026-05-05T20:28:20.196Z

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Ready for execution: T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

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Subject: T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

Verdict

T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

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