YU, Jiadong - HKUST Class Schedule & Quota

Class Schedule & Quota
2024-25 Fall 2023-24 Summer 2023-24 Spring 2021-22 Winter
2024-25 Fall
Common Core Course
The class information on this page will normally be updated every 15 to 20 minutes during class enrollment period.
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COURSE INFO

VECTOR	[3-0-0:3]
DESCRIPTION	This course focuses on applying reinforcement learning (RL) to cyber-physical systems (CPS), which integrate computation, networking, and physical processes. It covers the fundamentals of RL and its application in designing intelligent decision-making algorithms for CPS. Topics include model-based and model-free RL approaches, safe RL practices to ensure the safety of CPS, and the integration of RL with other techniques, such as model predictive control in CPS. The course will also explore different applications of RL in CPS.

VECTOR

[3-0-0:3]

DESCRIPTION

This course focuses on applying reinforcement learning (RL) to cyber-physical systems (CPS), which integrate computation, networking, and physical processes. It covers the fundamentals of RL and its application in designing intelligent decision-making algorithms for CPS. Topics include model-based and model-free RL approaches, safe RL practices to ensure the safety of CPS, and the integration of RL with other techniques, such as model predictive control in CPS. The course will also explore different applications of RL in CPS.

IOTA 5201 - Reinforcement Learning for Intelligent Decision Making in Cyber-Physical Systems (3 units)

Section	Date & Time	Room	Instructor	Quota	Enrol	Avail	Wait	Remarks
L01 (6108)	02-SEP-2024 - 06-DEC-2024 Mo 10:30AM - 01:20PM	Rm 101, W4	YU, Jiadong	30	9	21	0