bitrl & cuberl Documentation
Simulation engine for reinforcement learning agents
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cuberl::rl::algos::td Namespace Reference

Classes

class  DoubleQLearning
 The class DoubleQLearning. Simple tabular implemtation of double q-learning algorithm. More...
 
struct  DoubleQLearningConfig
 
class  ExpectedSARSA
 The ExpectedSARSA class. Simple implementation of the expected SARSA algorithm. More...
 
struct  QLearningConfig
 The QLearningConfig struct. More...
 
class  QLearningSolver
 The QLearning class. Table based implementation of the Q-learning algorithm using epsilon-greedy policy. The implementation also allows for exponential decay of the used epsilon. More...
 
struct  SarsaConfig
 The SarsaConfig struct. More...
 
class  SarsaSolver
 The Sarsa class. More...
 
class  TDAlgoBase
 The TDAlgoBase class. Base class for deriving TD algorithms. More...