Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews – Current study results on Robotics have been publi shed. According to news reporting originatingfrom Changchun, People’s Republic of China, by NewsRx correspondents, research stated, “Reinforcementlearning (RL ) is effective for autonomous navigation tasks without prior knowledge of the en vironment.However, traditional mobile robot navigation algorithms, based on off -policy RL, often face challengessuch as low sample efficiency during training and lack of adequate safety mechanisms.”