Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains

12 Jun 2018Yangchen PanMuhammad ZaheerAdam WhiteAndrew PattersonMartha White

Model-based strategies for control are critical to obtain sample efficient learning. Dyna is a planning paradigm that naturally interleaves learning and planning, by simulating one-step experience to update the action-value function... (read more)

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