Vengatesan Arumugam and Vasudevan Alagumalai 2025. Reinforcement Learning Algorithms for Probability Models Based on Mobile Robot Agent Path Planning in Unpredictable Environment. International Journal of Integrated Engineering. 17, 1 (Apr. 2025), 81–94.