most citedDreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations

11 citations · 11 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 11 cited

DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations

Fei Deng, Ingook Jang, Sungjin Ahn

Top-performing Model-Based Reinforcement Learning (MBRL) agents, such as Dreamer, learn the world model by reconstructing the image observations. Hence, they often fail to discard…