rlenvs.rst

Reusing RL Environments

• Transfering RL Environment to GT Game Board

  In MLPro, we can simply transfer a RL environment to a GT game board by inheriting GameBoard functionality, as it is shown in the following:

  from mlpro.gt.models import *
  from mlpro.rl.pool.envs.dummy_environment import DummyEnv
  
  class MyGameBoard_GT(DummyEnv, GameBoard):
      C_NAME          = 'MyGameBoard_GT'
  
      def __init__(self, p_logging=True):
          DummyEnv.__init__(self, p_reward_type=Reward.C_TYPE_EVERY_AGENT)

• Game board from Third Party Packages

  Alternatively, if your environment follows Gym or PettingZoo interface, you can apply our relevant useful wrappers for the integration between third party packages and MLPro. For more information, please click here<target-package>. Then, you need to transfer the wrapped RL environment to a GT Game Board.