Intelligent Agents
Skills for certificate:
Python
Machine Learning
Data Science
Artificial Intelligence
Reinforcement Learning
Intelligent Agents
This is the page displaying all the material related to Intelligent Agents. This can include projects, blogs, certificates, university modules and work experience along with sub-skills.
Material
Reinforcement Learning Lab
Practicing various Reinforcement Learning algorithms and techniques. This includes Q-Learning, Deep Q-Learning, and Asynchronous Advantage Actor-Critic (A3C) algorithms.
Markov Decision Agent
Pacman agent plays to win the game while handling stochasticity in the movement of agent and ghosts. Uses Markov Decision Processes, Value Iteration and other enhancements.
Computer Vision Image Segmentation
Segmenting images using various techniques. Specifically, used models of biological vision systems such as Simple and Complex cells, and Gabor filters.
Computer Vision Quizzes
Solutions to quizzes where various low-level and mid-level vision techniques were covered. These techniques include edge detection, image segmentation, and image filtering.