DeepMind Control Suite

نویسندگان

  • Yuval Tassa
  • Yotam Doron
  • Alistair Muldal
  • Tom Erez
  • Yazhe Li
  • Diego de Las Casas
  • David Budden
  • Abbas Abdolmaleki
  • Josh Merel
  • Andrew Lefrancq
  • Timothy P. Lillicrap
  • Martin A. Riedmiller
چکیده

The DeepMind Control Suite is a set of continuous control tasks with a standardised structure and interpretable rewards, intended to serve as performance benchmarks for reinforcement learning agents. The tasks are written in Python and powered by the MuJoCo physics engine, making them easy to use and modify. We include benchmarks for several learning algorithms. The Control Suite is publicly available at github.com/deepmind/dm_control. A video summary of all tasks is available at youtu.be/rAai4QzcYbs.

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عنوان ژورنال:
  • CoRR

دوره abs/1801.00690  شماره 

صفحات  -

تاریخ انتشار 2018