Muhammadu Sathik Raja Sathik Raja M.S. Reinforcement Learning in Dynamic Environments: Challenges and Future Directions. IJAIDSML. 2025;6(1):12-22. doi:10.63282/3050-9262.IJAIDSML-V6I1P102