Before revision:  Finally, we evaluated the simulation with our RL agent by comparing the simulation on the actual market Limit Order Book (LOB) characteristics .
After revision:  Finally, we evaluated the simulation with our RL agent by comparing it with a market replay simulation using real market Limit Order Book (LOB) characteristics .