Contents
- Prerequisites
- Resources
- Machine Learning in Simple Words
- Quick Introduction to Tensorflow
- Supervised Learning in Simple Words
- Unsupervised Learning in Simple Words
- Reinforcement Learning in Simple Words
- DDPG Algorithm in Simple Words
- Simulation Experiment on Half-Cheetah environment
- Basics of Arduino
- RL on Hardware Cheetah
Prerequisites
- Python Programming Language
- Basic Calculus (Differentiation)
- Linear Algebra (Matrix Multiplication)
Resources
-
Machine Learning
-
Deep Reinforcement Learning