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8th Semester
AD-802 (B)
Unit 4 Notes

AD-802 (B) Reinforcement Learning Unit 4 Notes

Notes and important questions for unit 4: Advanced Q‑Learning, Policy Gradient, Hierarchical and POMDPs.

Unit 4 · Short notes Advanced Q‑Learning, Policy Gradient, Hierarchical and POMDPs Fitted Q‑iteration and its applications · Advanced Q‑learning variants and handling deep Q‑learning problems · Imitation learning from optimal controllers · Integration of DQN with policy‑gradient approaches · Policy‑gradient algorithms for full reinforcement learning · Hierarchical reinforcement learning concepts

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