Module ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias Assign NameStore Call NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign AttributeStore NameLoad attr Num Assign NameStore Call NameLoad Str NameLoad NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Num keyword Num keyword Num keyword Num
N/A pybrain.rl.agents.linearfa LinearFA_Agent pybrain.rl.experiments EpisodicExperiment environment Environment tasks LinearFATileCoding3456BalanceTaskCleverReward training LinearFATraining learners SARSALambda_LinFA_ReplacingTraces N/A task N/A LinearFATileCoding3456BalanceTaskCleverReward N/A learner N/A SARSALambda_LinFA_ReplacingTraces N/A task nactions N/A task outdim N/A N/A learner _lambda 0.95 N/A N/A task discount N/A learner rewardDiscount N/A agent N/A LinearFA_Agent learner N/A N/A agent epsilonGreedy True N/A N/A agent init_exploration 0.5 N/A N/A agent logging False N/A performance_agent N/A LinearFA_Agent learner N/A N/A performance_agent logging False N/A N/A performance_agent greedy True N/A N/A performance_agent learning False N/A experiment N/A EpisodicExperiment task agent N/A N/A learner learningRateDecay 2000 N/A tr N/A LinearFATraining balance_sarsalambda_linfa_replacetrace_anneal_CleverReward_take5 experiment performance_agent verbose True N/A N/A N/A tr train 7000 performance_interval 1 n_performance_episodes 1 serialization_interval 50