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RL Models (DQN/ DDPG/ MADDPG)
deep-reinforcement-learning-with-tensorflow's Introduction
Deep-Reinforcement-Learning-with-Tensorflow
- RLframework
- 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
- Visualization
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