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L8: Value Function Approximation (P4-illustrative examples and analysis)—Math Foundations of RL
Linear Value Function Approximation
L8: Value Function Approximation (P1-Motivating example – curve fitting) —Math Foundations of RL
L9: Policy Gradient Methods (P5-Gradient-based algorithms&REINFORCE) —Mathematical Foundations of RL
L8: Value Function Approximation (P8-DQN – implementation and example) —Math Foundations of RL
L9: Policy Gradient Methods (P1-Basic idea) —Mathematical Foundations of RL
RL Course by David Silver - Lecture 6: Value Function Approximation
On The Hardness of Reinforcement Learning With Value-Function Approximation
RL Chapter 9 Part1 (Approximation methods for the value function)
comp541-20180503 RL: Value Function Approximation and Policy Gradient Methods
L3: Bellman Optimality Equation (P3-More)—Mathematical Foundations of RL
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Last Updated: August 15, 2026
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