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Go with the Flow: Optical Flow Beats Frame Stacking in RL

·43 words·1 min

Interesting find: Optical flow significantly improves over just stacking frames as input to CNN for RL tasks in a dynamic environment. One can generate it using FlowNet instead of expensive computation. Even diff between two frames works as well or better: https://arxiv.org/abs/1901.03162

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