221226 (Mon)

7:30	Lab arrival with AEE [1]
~ 8:29	Breakfast & Literature survey
~ 12:53	Reinforcement Learning Study [2] + analysis of RL code [3]

 

Study

[1] English listening (All Ears English)

• AEE 1909:  Own the Connection By Trying Something New
• https://www.youtube.com/watch?v=VTPucAqDvno

[2] Reinforcement Learning (Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow, written by Aurelien Geron, published by O'REILLY)

• Chapter 18: Reinforcement Learning
• 18.9 Q-learning ~ 18.10 Implementation of deep Q-learning

 

Research

[3] RL code analysis

• Reinforcement learning for mesh generataion
• RL algorithm: Deep Q-Learning
  • Hyperparameter tuning
  • Curiosity about insufficient training