reinforcement learning
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Advantage Function in RLCS & ML Basic 2023. 2. 14. 16:02
The advantage function in reinforcement learning is a measure of how much better an action is compared to other actions in a given state. It is a critical component in many reinforcement learning algorithms, including PPO. Mathematically, the advantage function is defined as the difference between the expected reward of taking a specific action in a given state and the expected reward of followi..