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8th Semester
AD-802 (B)
Unit 1 Notes

AD-802 (B) Reinforcement Learning Unit 1 Notes

Notes and important questions for unit 1: Introduction to Reinforcement Learning.

Unit 1 · Short notes Introduction to Reinforcement Learning Definition of reinforcement learning framework and Markov Decision Process ($MDP$) · Policies · Value functions and Bellman equations · Exploration vs. exploitation strategies · Components and architecture of an RL agent · Common challenges and problems in reinforcement learning

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