rlgt.environments.linear_environments

module documentation

This Python module defines three linear reinforcement learning environments that inherit from the GraphEnvironment class and model graph building games where the edges (resp. arcs) are all initially either uncolored, or fully colored in some predetermined manner, and are then properly (re)colored one by one, either in the row-major order or the clockwise order.

Class LinearBuildEnvironment This class inherits from the GraphEnvironment class and models a graph building game in which the edges (resp. arcs) are initially uncolored and are then properly colored one by one, either in row-major order or clockwise order...
Class LinearFlipEnvironment This class inherits from the GraphEnvironment class and models a graph building game for constructing 2-edge-colored looped complete graphs. The edges (resp. arcs) are initially fully colored in some manner and can then be potentially flipped one by one in either row-major or clockwise order...
Class LinearSetEnvironment This class inherits from the GraphEnvironment class and models a graph building game in which the edges (resp. arcs) are initially fully colored and are then properly recolored one by one, either in row-major order or clockwise order...