BI 154 Anne Collins: Learning with Working Memory
Brain Inspired
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Working Memory and Attention in Reinforcement Learning
I want to show two ways in which I think attention or working memory can play a role in reinforcement learning that are separable. One way we've talked about is work memory is just holding information in mind. Separate role is filtering. Reinforcement learning processes assume the state space and an action space. But it seems to me like you can see here fairly different functions happening, even though I think working memory does need attention. Maybe this attention component also might somewhat rely on working memory to hold in my what's relevant.
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