Transfer-Learning-for-Deep-Reinforcement-Learning

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

Snake-1 DDQN Policy Demo

WaterWorld Best Transfer Learning Policy Demo

Install the following dependencies:

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

References

• Snake Environment
• WaterWorld Environment