MG Usage
Markov Game
The MG struct gives the following objects:
ฮณ
: discount factorโ
: agents๐ฎ
: state space๐
: joint action spaceT
: transition functionR
: joint reward function
The agents โ
are the players of the game. The joint action space ๐
is the set of all possible ordered pairs of actions amongst all of the agents. The transition function takes in a state s
in ๐ฎ
, a joint action a
and a new state s'
and returns the transition probability of going from s
to s'
by taking action a
. The joint reward function R
takes a state and a joint action in ๐
and returns a reward value.