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Deep Reinforcement Learning Nanodegree
Udacity
Platform
· California, USA
About this course
From foundational concepts to advanced algorithms, this Nanodegree equips you with the tools to build intelligent agents using Python, neural networks, and state-of-the-art reinforcement learning frameworks across robotics, finance, and other domains.
Prerequisite Skills
Skills you should have before taking this course
Intermediate Python
Neural network basics
Object-oriented programming basics
deep learning frameworks
reinforcement learning fundamentals
Skills Gained
Skills you will develop by completing this course
value-based reinforcement learning
stochastic policy gradients
reinforce algorithm
exploration-exploitation tradeoff
markov decision processes
deep q-networks
proximal policy optimization
actor-critic methods