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On-Policy vs Off-Policy RL

MediumMachine Learning00:00
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Your question is On-Policy vs Off-Policy RL. Take a moment with it on the right.

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Problem

Explain the difference between on-policy and off-policy reinforcement learning. When would you use one over the other in a robotics context for Figure AI?