https://wiki.devclub.in/index.php?action=history&feed=atom&title=AIL722 2026-04-09T10:54:41Z Revision history for this page on the wiki MediaWiki 1.45.1 https://wiki.devclub.in/index.php?title=AIL722&diff=2260&oldid=prev 2026-03-04T10:23:10Z

<p>Creating course page via bot</p> <p><b>New page</b></p><div>{{Infobox Course<br /> | code = AIL722<br /> | name = Reinforcement Learning<br /> | credits = 3<br /> | credit_structure = 3-0-0<br /> | pre_requisites = Any one of ELL409 / ELL784 / AIL701 / AIL721<br /> | overlaps = ELL729 approx. 50 %. [COL 333, COL341,<br /> }}<br /> <br /> == AIL722 : Reinforcement Learning ==<br /> / COL 341 / COL774 COL770, COL774, ELL409, ELL 784, ELL802, ELL888) &lt; 10% Introduction and Basics of RL, Markov Decision Processes (MDPs), Dynamic Programming, Monte Carlo Methods (Prediction), Temporal difference Methods (Prediction), Monte Carlo, TD Method (Control), Monte Carlo, TD Method (Control - cont.), N-step TD, EligibiJity Traces, Model based RL, (Action-)Value Function Approximation, Value Function Approximation, Policy Gradient, Policy Gradient, Misc. Topics.</div>

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