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Deep-Reinforcement-Learning-with-Tensorflow

Table of Contents

  • RLframework
    • Algorithm
    • Tests
  • ddpg
    • src: core algorithm of DDPG
    • exec: to execute training tasks
    • tests
    • trainedDDPGModels
    • plots
    • Demos: Demos for task Pendulum-v0 and MountainCarContinuous-v0
  • Environment
    • chasingEnvironment: simple constrained wolf-sheep chasing scenario
    • gymEnv: environment adapted from Gym by OpenAI
      • Files with names starting with "gym": OpenAI implementation of the task environment
      • Other files: refactored environment
    • noise
  • FunctionTools
    • loadSaveModel
    • trajectory
  • Visualization

Required Packages

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