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Potential Improvements

• angle
  The angle can be fixed to heading to target, potentially more easier for learning
• reward engineering
  The binary reward like -1 always before robots have done is the ultimate solution, however, it takes forever to train.
• Random Environments
  to remove overfitting and get a general policy
• different policies
  such as add the human policy to a part of robots.