tigercontrol.problems package¶
custom¶
tigercontrol.problems.CustomProblem() |
Description: class for implementing algorithms with enforced modularity |
tigercontrol.problems.register_custom_problem(…) |
Description: global custom problem method |
control¶
tigercontrol.problems.ControlProblem() |
Description: class for online control tests |
tigercontrol.problems.control.LDS_Control() |
Description: Simulates a linear dynamical system. |
tigercontrol.problems.control.LSTM_Control() |
Description: Produces outputs from a randomly initialized recurrent neural network. |
tigercontrol.problems.control.RNN_Control() |
Description: Produces outputs from a randomly initialized recurrent neural network. |
tigercontrol.problems.control.CartPole() |
Description: |
tigercontrol.problems.control.DoublePendulum() |
Acrobot is a 2-link pendulum with only the second joint actuated. |
tigercontrol.problems.control.Pendulum([g]) |
time_series¶
tigercontrol.problems.TimeSeriesProblem() |
Description: class for online control tests |
tigercontrol.problems.time_series.SP500() |
Description: Outputs the daily opening price of the S&P 500 stock market index from January 3, 1986 to June 29, 2018. |
tigercontrol.problems.time_series.UCI_Indoor() |
Description: Outputs various weather metrics from a UCI dataset from 13/3/2012 to 11/4/2012 |
tigercontrol.problems.time_series.ENSO() |
Description: Collection of monthly values of control indices useful for predicting La Nina/El Nino. |
tigercontrol.problems.time_series.Crypto() |
Description: Outputs the daily price of bitcoin from 2013-04-28 to 2018-02-10 |
tigercontrol.problems.time_series.Random() |
Description: A random sequence of scalar values taken from an i.i.d. |
tigercontrol.problems.time_series.ARMA() |
Description: Simulates an autoregressive moving-average time-series. |
tigercontrol.problems.time_series.Unemployment() |
Description: Monthly unemployment rate since 1948. |
tigercontrol.problems.time_series.LDS_TimeSeries() |
Description: Simulates a linear dynamical system. |
tigercontrol.problems.time_series.LSTM_TimeSeries() |
Description: Produces outputs from a randomly initialized recurrent neural network. |
tigercontrol.problems.time_series.RNN_TimeSeries() |
Description: Produces outputs from a randomly initialized recurrent neural network. |
pybullet¶
tigercontrol.problems.pybullet.PyBulletProblem |
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tigercontrol.problems.pybullet.Simulator |
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tigercontrol.problems.pybullet.Ant |
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tigercontrol.problems.pybullet.CartPole |
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tigercontrol.problems.pybullet.CartPoleDouble |
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tigercontrol.problems.pybullet.CartPoleSwingup |
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tigercontrol.problems.pybullet.HalfCheetah |
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tigercontrol.problems.pybullet.Humanoid |
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tigercontrol.problems.pybullet.Kuka |
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tigercontrol.problems.pybullet.KukaDiverse |
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tigercontrol.problems.pybullet.Minitaur |
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tigercontrol.problems.pybullet.Obstacles |