Research Article

A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning

Table 2

T-test results between the AI robot and Tracker and SpinBot robots.

Tracker vs. AI robotSpinBot vs. AI robot

t Stat−3.91654t Stat−7.43674
P (T ≤ t) one tail0.002887P(T ≤ t) one tail0.000346
t Critical one-tail1.894579t Critical one-tail2.015048
P (T ≤ t) two tail0.005775P(T ≤ t) two tail0.000693
t Critical one-tail2.364624t Critical one-tail2.570582