- i: int
- Id of the agent 
- activity_rate: float
- Activity rate of the agent(i.e. the
probability the agent is active each step). 
- tick_range: tuple[int, int]
- Tick range to sample from. 
- vol_range: tuple[int, int]
- Volume range to sample from. 
- tick_size: int
- Size of a market tick