replay-memory

Experience Replay

Experience Replay: What is it? Experience Replay is a technique used in reinforcement learning. In reinforcement learning, an agent learns to make decisions in an environment and receives feedback in the form of rewards. By giving positive feedback for good decisions and negative feedback for bad ones, the agent learns to make better decisions in the future. Experience Replay is a way to improve this learning process by storing the agent's experiences and using them to improve its performance.

Prioritized Experience Replay

Prioritized Experience Replay in Reinforcement Learning In recent years, reinforcement learning has become a popular area of research for developing intelligent machines that can improve their performance through experience. One technique used in this field is experience replay, where previously observed actions and outcomes are stored in a memory buffer and later used to train the agent through repeated exposure. One issue with experience replay is that it treats all experiences equally regar

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