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DeepMind Control Suite

홈페이지 · 논문 364편

The DeepMind Control Suite (DMCS) is a set of simulated continuous control environments with a standardized structure and interpretable rewards. The tasks are written and powered by the MuJoCo physics engine, making them easy to identify. Control Suite tasks include Pendulum, Acrobot, Cart-pole, Cart-k-pole, Ball in cup, Point-mass, Reacher, Finger, Hooper, Fish, Cheetah, Walker, Manipulator, Manipulator extra, Stacker, Swimmer, Humanoid, Humanoid_CMU and LQR. Source: Unsupervised Learning of Object Structure and Dynamics from Videos Image Source: https://arxiv.org/abs/1801.00690

Environment

벤치마크

Continuous Control on DeepMind Cheetah Run (Images) 결과 12개
Continuous Control on DeepMind Cup Catch (Images) 결과 6개
Continuous Control on DeepMind Walker Walk (Images) 결과 6개