61,1210,39,Artificial Intelligence/////Biological & Artificial Neural Networks, Single Layer Feedforward Networks/////Practice: implementing unsupervised learning in robot simulation/////Multilayer Feedforward Neural Networks/////Practice: Implementing a feedforward network in robot simulation/////Recurrent Neural Networks & Neural Dynamics/////Practice: implementing recurrent neural control for obstacle avoidance in robot simulation/////Reinforcement Learning (Q, SARSA Learning)/////Practice: implementing reinforcement learning for obstacle avoidance in robot simulation/////Reinforcement Learning (AC-RL, Combinatorial Learning)/////Evolutionary robotics I/////Evolutionary robotics II/////Special Embodied AI talk (“Embodied Computational Neuroscience“)/////Special Embodied AI talk (Development of Soft Artificial Muscles for Wearable Rehabilitation and Assist Technologies)/////AI implementation (take home)/////AI implementation (take home)////////////////////,,,,,3/////3/////2/////3/////3/////3/////2/////3/////2/////3/////3/////3/////3/////3/////6/////6////////////////////,,,,,Lecture and Discussion & PowerPoint slides, Blackboard/////Lecture and Discussion & PowerPoint slides, Blackboard/////Exercise & Robot simulation/////Lecture and Discussion & PowerPoint slides, Blackboard/////Exercise & Robot simulation/////Lecture and Discussion & PowerPoint slides, Blackboard/////Exercise & Robot simulation/////Lecture and Discussion & PowerPoint slides, Blackboard/////Exercise & Robot simulation/////Lecture and Discussion & PowerPoint slides, Blackboard/////Lecture and Discussion & PowerPoint slides, Blackboard/////Lecture and Discussion & PowerPoint slides, Blackboard/////Lecture and Discussion & PowerPoint slides, Blackboard/////Lecture and Discussion & PowerPoint slides, Blackboard/////Discussion & programming/////Discussion & programming////////////////////,,,,,Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Poramate Manoonpong/////Asst. Prof. Dr. Chaipat Chunharas (Invited talk)/////Dr. Richard Suphapol Diteesawat
(Invited talk)/////Poramate Manoonpong/////Poramate Manoonpong////////////////////,Objectives met/////Objectives met/////Objectives met/////Objectives met/////Objectives met/////////////////////////,,,,,Test and report/////Test and report/////Test and report/////Test and report/////Test and report/////////////////////////,,,,,5/////5/////5/////5/////5/////////////////////////,,,,,5%/////30%/////30%/////5%/////30%/////////////////////////,2025-06-01 22:52:59,2025-06-01 22:52:59