uchibe/BIAI

Materials for the intensive lectures at Kyushu Institute of Technology

Brain-Inspired Artificial Intelligence

Materials for the intensive lectures at Kyushu Institute of Technology

Lecture Slides

1. Introduction to reinforcement learning (RL)
2. Markov decision process (MDP)
3. Model-based RL
4. Model-free RL
5. Introduction to deep RL

Codes

You can run the following codes on Google Colab if you have a Google account.

1. One state problem
2. Two stage MDP task
3. Model-based RL
4. Cliff environment