- Introduction
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 799
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Introduction
SpaceInvaders Agent
- Setting up for course & Installing Python Packages
- Importing Packages & Setting up Gym Environment
- Building Neural Network
- Building Reinforcement Learning Agent
- Training Agent
- Visualizing our Agent
- Save & Load Agent
Autonomous Taxi Agent
- Setting up Project & Installing Python Packages
- Importing Packages & Setting up Gym Environment
- What is Q-Learning?
- Implementing Q-Learning from Scratch
- Training Q-Learning Agent
- Analyzing our Trained Agent
- Visualizing our Agent & Testing in other Environments
Flappy Bird Reinforcement Learning Agent
- Setting up Project & Installing Python Packages
- Importing Packages
- Building class for Flappy Bird Agent
- What is Deep Q Learning ?
- Building Neural Network
- Acting Function
- Train Function
- Learn Function
- Visualize Function
- Visualize Trained Agent
Mario Reinforcement Learning Agent
- Setting up Project & Installing Python Packages
- Importing Packages
- Setting up Gym Environment
- Building Class for Mario Agent
- Building Neural Network
- Act Function
- Update Epsilon Function
- Train Function
- Preprocess State for Neural Network Function
- Learn Function
- Creating a Better Learning Environment for Agent
- Save & Load Agent
- Visualizing our Agent
Stocks Reinforcement Learning Agent
- Setting up Project & Installing Python Packages
- Importing Packages
- Getting our S&P 500 Data
- Preprocessing our Data
- Creating our Environment
- Taking Random Actions in Environment
- Creating Model & Learning from Environment
- Visualizing our Agent
- PART 2: Implementing 89 different Technical Indicators in Data
- PART 2: Creating Environment with Technical Indicators
- PART 2: Visualizing our Agent in TA Environment
Car Reinforcement Learning Agent
- Setting up Project & Installing Python Packages
- Importing Packages
- Agent 1) Setting up Roundabout Gym Environment
- Agent 1) Training & Visualizing our Agent
- Agent 2) Setting up Parking Gym Environment
- Agent 2) Training our Agent
- Agent 2) Visualizing our Agent
- Agent 3) Highway Agent
Code for Course
- Link
Articles
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