ERO alternates updates between an agent policy maximizing cumulative reward and a replay policy selecting useful experiences, with experiments showing improved performance on continuous control tasks.
Prioritized memory access explains planning and hippocampal replay
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Experience Replay Optimization
ERO alternates updates between an agent policy maximizing cumulative reward and a replay policy selecting useful experiences, with experiments showing improved performance on continuous control tasks.