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Reinforcement Learning Course

Course Instructor Innomatics Research Labs

₹10000.00 ₹15000.00 33% OFF

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Course Overview

Schedule of Classes

Course Curriculum

1 Subject

Reinforcement Learning Course

27 Learning Materials

Course Instructions

Zoom Link

Discord Innomatics Community

Reinforcement Learning Curriculum

PDF

Reinforcement Learning Videos

Day 1 - Intro to Reinforcement Learning

Video
02:00:22
FREE

Lecture 1

PDF

Day 2 - Temporal Difference Methods

Video
02:31:17
FREE

Lecture 2

PDF

Day 3 - Stocks Trading using RL

Video
02:19:27

Day 4 - Policy Gradient Algorithm

Video
02:07:14

Lecture 4

PDF

Day 5 - Actor Critic Algorithms

Video
01:48:21

Lecture 5

PDF

Lecture 5 (Code Files)

ZIP

Day 6 - Chatbots

Video
02:13:39

Lecture 6

PDF

Day 7 - Continuous Action Spaces

Video
01:55:00

Lecture 7

PDF

Lecture 7 (Code Files)

ZIP

Day 8 - Trust Region Methods

Video
02:11:56

Day 9 - TRM cont.. and Proximal Policy Optimization

Video
01:38:05

Day 10 - TD3 and Recommendor System

Video
02:05:04

TD3 Bipedal Robot Code

ZIP

Other References

DQN Algorithm

Actor Critic Algorithm

DDPG

PPO and TRPO

TD3

Course Instructor

tutor image

Innomatics Research Labs

501 Courses   •   63426 Students