Entropy-Regularized Reinforcement Learning Explained

Learn more reliable, robust, and transferable policies by adding entropy bonuses to your algorithm

Wouter van Heeswijk, PhD
Towards Data Science
8 min readOct 26, 2023

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Photo by Jeremy Thomas on Unsplash

Entropy is a concept associated with a state of disorder, randomness, or uncertainty. It can be considered as a measure of information for random variables. Traditionally, it is associated with fields such as…

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Assistant professor in Financial Engineering and Operations Research. Writing about reinforcement learning, optimization problems, and data science.