Sep 29, 2020 · We introduce Lucid Dreaming for Experience Replay (LiDER), a conceptually new framework that allows replay experiences to be refreshed by leveraging the agent' ...
Lucid dreaming for experience replay: refreshing past states with the ...
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May 25, 2021 · A conceptually new framework that allows replay experiences to be refreshed by leveraging the agent's current policy.
In this work, we introduce LucidDreaming forExperienceReplay (LiDER), a conceptually new framework that allows replay experiences to be refreshed by leveraging ...
Apr 3, 2021 · We refer to this process as “lucid dreaming for experience replay,” because it is as if the agent were “dreaming” about the past and can ...
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In this work, we introduce Lucid Dreaming for Experience Replay (LiDER), a conceptually new framework that allows replay experiences to be refreshed by ...
Sep 29, 2020 · This work introduces LucidDreaming forExperienceReplay (LiDER), a conceptually new framework that allows replay experiences to be refreshed ...
Experience replay (ER) improves the data efficiency of off-policy reinforcement learning (RL) algorithms by allowing an agent to store and reuse its past ...
Experience replay (ER) improves the data efficiency of off-policy reinforcement learning (RL) algorithms by allowing an agent to store and reuse its past ...
Lucid Dreaming for Experience Replay (LiDER). Implementation of our paper Lucid Dreaming for Experience Replay: Refreshing Past States with the Current Policy.