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Obsidian/.archive/Literature Notes/Notes on Papers/Safe Reinforcement Learning via Shielding-Note.md
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First Pass

Category: Method

Context: Making RL agents safe by 'shielding' - baking in specification checking into training by providing feedback to the network when an output (even while the system is live) produces an unsafe control

Correctness: Cited 1000+ times. I think it's correct.

Contributions: Shielding, a way to use RL in high assurance systems.

Clarity: Well written and easy to understand.

Second Pass

What is the main thrust?

What is the supporting evidence?

What are the key findings?

Third Pass

Recreation Notes:

Hidden Findings:

Weak Points? Strong Points?