Special topics in ML (reinforcement learning) | value iteration (tutorial)

Welcome to this tutorial of the course "Special topics in ML (Reinforcement Learning)" by Prof. Balaraman Ravindran. Full Course: https://study.iitm.ac.in/ds/course_pages/BSDA5007.html Video Overview This tutorial demonstrates the value iteration algorithm in reinforcement learning, explaining how iterative value updates are used to compute optimal value functions and derive optimal policies. It walks through the update process step by step to build intuition for convergence and optimal decision-making. About IIT Madras' online Bachelor of Science programme IIT Madras offers four-year BS programmes that aim to provide quality education to all, irrespective of age, educational background, or location. The BS programme has multiple levels, which provide flexibility to students to exit at any of these levels. Depending on the courses completed and credits earned, the learner can receive a Foundation Certificate from IITM CODE (Centre for Outreach and Digital Education), Diploma(s) from IIT Madras, or BSc/BS Degrees from IIT Madras. For more details, Visit: https://www.iitm.ac.in/academics/study-at-iitm/non-campus-bs-programmes #valueiteration #bellmanupdates #optimalcontrol #reinforcementlearningmethods #mltutorial #iitmdsonline