Module Assign NameStore Str Assign NameStore Str ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias ImportFrom alias ImportFrom alias Assign NameStore Num Assign NameStore Num Assign NameStore BinOpDiv BinOpDiv Num NameLoad NameLoad Assign NameStore Num Assign NameStore Call NameLoad NameLoad NameLoad For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Assign NameStore Call NameLoad NameLoad Num keyword NameLoad Assign NameStore Call NameLoad Num Num keyword NameLoad Assign NameStore Call NameLoad NameLoad Call NameLoad keyword NameLoad Assign AttributeStore NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad NameLoad For NameStore Call NameLoad NameLoad body For NameStore Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Slice Num Num NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr
N/A N/A __author__ Thomas Rueckstiess, Frank Sehnke N/A __version__ $Id$ pybrain.tools.example_tools ExTools pybrain.tools.shortcuts buildNetwork pybrain.rl.environments.cartpole CartPoleEnvironment BalanceTask pybrain.rl.agents OptimizationAgent pybrain.optimization PGPE pybrain.rl.experiments EpisodicExperiment N/A batch 1 N/A prnts 100 N/A epis N/A N/A 4000 batch prnts N/A numbExp 10 N/A et N/A ExTools batch prnts N/A runs N/A range numbExp N/A N/A env N/A CartPoleEnvironment N/A task N/A BalanceTask env 200 desiredValue None N/A net N/A buildNetwork 4 1 bias False N/A agent N/A OptimizationAgent net N/A PGPE storeAllEvaluations True N/A N/A et agent agent N/A experiment N/A EpisodicExperiment task agent N/A updates N/A range epis N/A N/A i N/A range prnts N/A N/A N/A N/A experiment doEpisodes batch N/A N/A N/A et printResults N/A N/A N/A agent learner _allEvaluations N/A -50 -1 runs updates N/A N/A N/A et addExps N/A N/A N/A et showExps