Partially Observable |
Agents senses will not be able to access the complete state of the environment for eg.it wil not be able to judge how fast the ball is going to come towards it . |
Stochastic |
We will not know how the other player is going to hit the ball therefore being dependent on the choice made by the other player the system is stochastic |
Sequential |
This can be understood by this example: the player has to place the ball away from the other player so he has to make a few moves before he is able to place the ball out of reach to him. This is why it is sequential |
Dynamic |
As the other player can move just before the agent is going to hit the ball he has to decide at each and every time where he has to play the shot to win the match. As the state is changing during the process also it is Dynamic |
Continuous |
As the agent has to hit the ball he has to decide on the power at which he has to hit and how fast he has to move all of which are continuous in nature |
Multi-Agent |
As the environment is dependent on how the other player is playing the game at what speed he is hitting the ball and in which direction the situation is multi-agent. |