Vector Quantized Models for Planning

   Sherjil Ozair * 1 2 Yazhe Li * 1 Ali Razavi 1 Ioannis Antonoglou 1 Aron van den Oord 1 Oriol Vinyals 1

              Abstract              Dota 2 (OpenAI et al., 2019) and StarCraft II (Vinyals et al.,
   Recent developments in the field of model-based     2019), or robotics (OpenAI et al., 2018).
   RL have proven successful in a range of envi-      In this work we are motivated by widening the applicability
   ronments, especially ones where planning  ...