Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The Reinforcement Learning program focuses on studying the mathematical grounds of reinforcement learning- a psychological phenomenon. Students will explore such concepts and view this learning paradigm in light of AI, research, and psychology. Through this AICTE approved course, learners can avail a verified certificate that validates their newly acquired expertise and acquired skills.
Spread across 12 weeks, the Reinforcement Learning certification syllabus is replete with learning modules, books, and research references. Students may proceed to the next module after completing the previous week’s topics. The curriculum highlights bandit algorithms, function approximation, hierarchical RL, and much more. It is an elective course based on AI, data science, and computer engineering.
The Reinforcement Learning online course is developed by IIT Madras. Professor Balaraman Ravindran from the institute instructs the study. For the certification, students need to write a proctored examination after completing the course and assignments. This certificate will carry logos of IIT Madras and NPTEL, which is verifiable on NPTEL’s website.
The Highlights
- Assignments
- 12-week program
- Undergraduate/Postgraduate -level curriculum
- Payable certificates (e-verifiable)
- Final proctored examination
- Ongoing course
- AI, Computer Science, Data Science, and Engineering
- Elective training
- Online training
- Free learning
- Illustrated examples
- Swayam and NPTEL’s e-verified certificate
Programme Offerings
- Online FDP learning
- assignments
- E-certificate
- Certification verifiable
- 12-week program
- PG/UG level training
- Ongoing AICTE approved course
- Final proctored exam
- video lectures
- Elective curriculum
- Free access
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Madras (IITM) |
The video tutorials of the Reinforcement Learning certification syllabus can be accessed free of cost. For writing the proctored examination as a part of the certification qualifying criteria, candidates need to pay Rs 1,000. Have a look at the detailed structure below:
Reinforcement Learning course fee structure
Online course details | Fees |
Reinforcement Learning course | Free |
Certificate exam | Rs 1,000 |
Eligibility Criteria
Moreover, for the Reinforcement Learning certification, students must qualify in the assignments and a proctored examination. A score of 10 or more out of 25 in the assignments and 30 or more out of 75 in the exam will secure the e-certificate.
What you will learn
Learners of the Reinforcement Learning certification course will become adept in:
- Partially Observable Markov Decision Processes (POMDPs)
- Bellman optimality
- Bandit algorithms- PAC, UCB
- Approximating functions
- Hierarchical RL
- Markov Decision Processes (MDPs)
Who it is for
Anyone interested in learning the mathematical concepts of reinforcement learning will benefit from the Reinforcement Learning training.
Admission Details
Step 1. Glance through the Reinforcement Learning training on the website: Reinforcement Learning - Course (nptel.ac.in).
Step 2. Select the register option available on the top.
Step 3. Login into Swayam to register for the course. Use a Google/Facebook/Microsoft/pre-existing Swayam account. If not, create a new account with another email ID.
Step 4. After successfully logging in to Swayam’s website, begin learning by adding the course to your dashboard on Swayam.
Application Details
The Reinforcement Learning certification does not need its applicants to fill a form to confirm admission. Having a learning account with Swayam is enough to register for the course. Students can create a new account anytime by entering their email ID, username, and password of their choice.
The Syllabus
Evaluation process
To appear for the certifying test, students must register through a link available on the website. The final exam for the Reinforcement Learning course is a proctored offline examination at designated timings and centers. Candidates must choose their preferred city and slot timing (9am-12pm/ 2pm-5pm). It carries a total of 100 marks, out of which 75% will be considered for the final score.
Instructors
IIT Madras (IITM) Frequently Asked Questions (FAQ's)
The Reinforcement Learning online course does not mention criteria for a candidate’s registration eligibility.
The course is based on an undergraduate/postgraduate level of study.
Professor Balaraman Ravindran from IIT Madras instructs the course.
A total of 12 learning modules are placed throughout the Reinforcement Learning certification syllabus.
No, students must learn from the videos online.