About Course
Course Schedule
Course Structure
Financial Matters
About Course
Course Objectives
This course introduces reinforcement learning and the necessary tools to design and build a reinforcement learning model and test it using gamesCourse Description
The course covers the following:• The Reinforcement Learning problem
• Markov decision process, Multi-armed bandits
• Dynamic Programming
Course
Schedule
Duration: 32 hours
Delivery Mode: (Blended) Classroom & Asynchronous e-Learning
Schedule may be subject to changes. The detailed timetable will only be released upon enrolment and closer to the course commencement date.
For self-sponsored applicant, you may proceed to apply after signing in with Singpass / Student ID.
For company-sponsored applicant, please approach your company HR to put in the application via the company portal using Corppass at STEP.
Delivery Mode: (Blended) Classroom & Asynchronous e-Learning
Schedule may be subject to changes. The detailed timetable will only be released upon enrolment and closer to the course commencement date.
For self-sponsored applicant, you may proceed to apply after signing in with Singpass / Student ID.
For company-sponsored applicant, please approach your company HR to put in the application via the company portal using Corppass at STEP.
Course Structure
TPG course reference No.
TGS-2022013890
Introduction to Reinforcement Learning (Classroom & Asynchronous)
Frame Reinforcement Learning (RL) problems
Understand how RL works
Evaluate and select the most appropriate RL technique to address a problem space
Explore and use basic RL algorithms to solve problems
Financial matters
Course fees payable (incl. GST & excl. supplementary fee)
| Description | Introduction to Reinforcement Learning (Classroom & Asynchronous) | Total course fee |
|---|---|---|
| Full Course fee | $1,744.00 | $1,744.00 |
| Enhanced Training Support for SMEs for Singapore Citizen | $203.20 | $203.20 |
| Enhanced Training Support for SMEs - SPR & LTVP+ | $203.20 | $203.20 |
| SkillsFuture Mid-Career Enhanced Subsidy for Singapore Citizen aged 40 and above | $203.20 | $203.20 |
| SkillsFuture Baseline Funding for Singapore Citizen Aged Below 40 | $523.20 | $523.20 |
| SkillsFuture Baseline Funding for SPR/LTVP+ | $523.20 | $523.20 |
GST rate
The course fees payable above are inclusive of 9% GST rate.
Payment option
The payment needs to be made upon the application is submitted.
Allowed payment by
The course fee allows to be paid by:
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).
Refund and withdrawal policy
- Please note that a 100% refund will be available if the withdrawal request is submitted more than or equal to 14 days before the course start date.
- Please note that a 50% refund will be available if the withdrawal request is submitted less than 14 days before the course start date.
- Please note that no refund will be available if the withdrawal request is submitted on or after the course start date.