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Transfer-Learning-for-Deep-Reinforcement-Learning

To investigate the utility of Transfer Learning in Deep Reinforcement Learning.

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Snake-1 DDQN Policy Demo

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WaterWorld Best Transfer Learning Policy Demo

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Install the following dependencies:

  • Snake Gym Environment:
    • cd snake env
    • pip install -e ./
  • WaterWorld PLE Environment
    • cd waterworld env
    • pip install -e ./

References