An Improved Reinforcement Learning Algorithm for Cooperative Behaviors of Mobile Robots

Figure 3

The evolution of the multirobot following-surrounding behavior.

(a) The trajectory of predators during the first twenty trials with sequential Q-learning algorithm

(b) The trajectory of predators during the first twenty trials with the improved Q-learning algorithm

(c) The final state of following-surrounding behaviors