8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 8 cited
Control-Aware Representations for Model-based Reinforcement Learning
Brandon Cui, Yinlam Chow, Mohammad Ghavamzadeh
A major challenge in modern reinforcement learning (RL) is efficient control of dynamical systems from high-dimensional sensory observations. Learning controllable embedding (LCE)…
cs.LG2020
Variational Model-based Policy Optimization
Yinlam Chow, Brandon Cui, MoonKyung Ryu +1
Model-based reinforcement learning (RL) algorithms allow us to combine model-generated data with those collected from interaction with the real system in order to alleviate the dat…