Policy learning for AGI

• Introduction of RL part1 (video)

• Introduction of RL part2 (video)

• RL based llm training (video)

• RL based llm training part2_20260409_ (video)

• RL based llm training part3_20260416_ (video)

• [ Paper Review ] Deep Symbolic Policy 

• [ Paper Review ] Curiosity Driven RL 20260507 (video)

Data Mining

• Lecture 1: Introduction

• Lecture 2-3: Neural Net and backpropagation (Recap : Not covered in Midterm)

• Lecture 4-5: RNN (Video) 

• Leture 6: LSTM 

• Lecture7.Seq2Seq (Video)

• Lecture8-9. Transformer part1-attention

• Lecture10-11. Transformer part2

• Midterm Review

• Lecture 12. Generative AI part1 video

• Lecture 13. VAE video_part1, video_part2

• Lecture 14. Generative Model 2

• Lecture 15. Generative Model 3 Video