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Correcting Within-Group Self-Selection Bias in Prioritized Replay

López-Feliu, Oscar Miró et al.
arXiv (All) · Papers
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Prioritized experience replay (PER) improves sample efficiency by replaying high-priority transitions, usually according to absolute temporal-difference error. In stochastic environments, PER can distort the distribution of realized outcomes replayed from transitions with the same state-action pair.
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