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Lecture 9 (2022-02-02) 1:20:38
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Rl Chapter 9 Part2 Semi Gradient Estimation Methods Under Value Function Approximation Information Guide

  1. Introduction on Rl Chapter 9 Part2 Semi Gradient Estimation Methods Under Value Function Approximation
  2. Important Facts
  3. Developments
  4. Deep Dive
  5. Summary

Introduction on Rl Chapter 9 Part2 Semi Gradient Estimation Methods Under Value Function Approximation

RL Chapter 9 Part2 (Semi-gradient estimation methods under value function approximation) Guide
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Important Facts

Full RL Chapter 9 Part1 (Approximation methods for the value function) Update
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Developments

Information RL3.2 - Loss function and optimization by semi-gradient  in Reinforcement Learning News
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comp541-20180503 RL: Value Function Approximation and Policy Gradient Methods
comp541-20180503 RL: Value Function Approximation and Policy Gradient Methods
RL Course by David Silver - Lecture 6: Value Function Approximation
RL Course by David Silver - Lecture 6: Value Function Approximation
Function Approximation and Policy Evaluation: Stochastic Gradient Descent and Semi-Gradient Descent
Function Approximation and Policy Evaluation: Stochastic Gradient Descent and Semi-Gradient Descent
RL Chapter 9 Part4 (Construction of features within the linear approximation, neural networks)
RL Chapter 9 Part4 (Construction of features within the linear approximation, neural networks)
Lecture 9.3: Gradient Estimation
Lecture 9.3: Gradient Estimation
Function Approximation | Reinforcement Learning Part 5
Function Approximation | Reinforcement Learning Part 5
Episodic Sarsa in Mountain Car - Prediction and Control with Function Approximation
Episodic Sarsa in Mountain Car - Prediction and Control with Function Approximation
Gradient and Semi-gradient methods |  Reinforcement Learning (INF8953DE) | Lecture - 6 | Part - 2
Gradient and Semi-gradient methods | Reinforcement Learning (INF8953DE) | Lecture - 6 | Part - 2
Lecture 9 (2022-02-02)
Lecture 9 (2022-02-02)
RL3.4B  Batch Semi-gradient: Slow and Fast Networks in DQN
RL3.4B Batch Semi-gradient: Slow and Fast Networks in DQN
CS 185/285 (Spring 2026): Lecture 5, Policy Gradients
CS 185/285 (Spring 2026): Lecture 5, Policy Gradients

Deep Dive

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Last Updated: August 16, 2026

Summary

RL Chapter9 Part3 (State aggregation, linear approximations for the value function) Update
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