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Reinforcement Learning with Apache Singa
Overview
Skills Needed
Learn to implement reinforcement learning with Apache Singa. Explore Q-learning, policy gradients, and more. Enroll now!
Intermediate knowledge of Apache Singa fundamentals
Understanding of reinforcement learning concepts
Outline
Introduction to Reinforcement Learning
Markov Decision Processes (MDPs)
Q-learning and Value Iteration
Policy Gradient Methods
Deep Q-Networks (DQN)
Actor-Critic Algorithms
Model-based Reinforcement Learning
Multi-agent Reinforcement Learning
Continuous Action Spaces
Case Studies in Reinforcement Learning with Apache Singa
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