Deep Policies for Width-Based Planning in Pixel Domains

12 Apr 2019Miquel JunyentAnders JonssonVicenç Gómez

Width-based planning has demonstrated great success in recent years due to its ability to scale independently of the size of the state space. For example, Bandres et al. (2018) introduced a rollout version of the Iterated Width algorithm whose performance compares well with humans and learning methods in the pixel setting of the Atari games suite... (read more)

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