41 citations · 55 across the 14 of their papers we have counts for
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cs.LG2022★ 1 cited
Understanding the Complexity Gains of Single-Task RL with a Curriculum
Qiyang Li, Yuexiang Zhai, Yi Ma +1
Reinforcement learning (RL) problems can be challenging without well-shaped rewards. Prior work on provably efficient RL methods generally proposes to address this issue with dedic…
cs.LG2022
AdaCat: Adaptive Categorical Discretization for Autoregressive Models
Qiyang Li, Ajay Jain, Pieter Abbeel
Autoregressive generative models can estimate complex continuous data distributions, like trajectory rollouts in an RL environment, image intensities, and audio. Most state-of-the-…