Novel Learning Algorithms for Efficient Mobile Sink Data Collection Using Reinforcement Learning in Wireless Sensor Network

Figure 7

(a) Expected cumulative rewards and algorithms convergence

(b) Average cumulative rewards for clusters

(c) Average rewards for energy consumption and local decision

(d) Average SSE for cluster head size