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# First Pass
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**Category:**
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Systematic Review
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**Context:**
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This paper is from the civil engineering school at the University of Leeds.
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They are doing an overview of economics and finance research of small
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modular reactors.
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**Correctness:**
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Can not say. Is a review!
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**Contributions:**
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They do a good break down of the research we have done ('what we know') and
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what needs done ('what we do not know'). They point out a big discrepancy that we do not have a lot of research on operations and maintenance costs.
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**Clarity:**
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Nicely written. Easy to understand.
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# Second Pass
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**What is the main thrust?**
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**What is the supporting evidence?**
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**What are the key findings?**
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# Third Pass
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**Recreation Notes:**
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**Hidden Findings:**
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**Weak Points? Strong Points?**
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@ -9,19 +9,23 @@ Drones
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**Correctness:**
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**Correctness:**
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Not very. They do really well in the intro and methodology, but shit hits the fan
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Not very. They do really well in the intro and methodology, but shit hits the fan
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when it comes to the results.
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when it comes to the results. They don't explain things well, and also don't
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really establish why their learned boundary between nominal and recovery
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controllers should be successful.
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**Contributions:**
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**Contributions:**
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The biggest contributions these guys make is demonstrating feasibility of their
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The biggest contributions these guys make is demonstrating feasibility of their
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reinforcement learned switching from the recovery controller and the nominal
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controller.
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**Clarity:**
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**Clarity:**
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Well written until the whole thing came apart at the end.
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# Second Pass
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# Second Pass
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**What is the main thrust?**
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I read this a second time but I don't think it's worth it.
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**What is the supporting evidence?**
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Their main contribution is trying to use RL to learn when to switch to a
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recovery controller.
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**What are the key findings?**
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# Third Pass
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# Third Pass
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**Recreation Notes:**
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**Recreation Notes:**
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