Chris YooninTowards Data ScienceUnderstanding and Implementing Distributed Prioritized Experience Replay (Horgan et al., 2018)Accelerating Deep Reinforcement Learning with Distributed Architectures6 min read·Nov 25, 2019----
Chris YooninTowards Data ScienceIn-depth review of Soft Actor-CriticUnderstanding State-of-the-Art Reinforcement Learning Algorithms7 min read·Nov 24, 2019--3--3
Chris YooninTowards Data ScienceDueling Deep Q NetworksDueling Network Architectures for Deep Reinforcement Learning4 min read·Oct 19, 2019--3--3
Chris YooninTowards Data ScienceDouble Deep Q NetworksTackling maximization bias in Deep Q-learning5 min read·Jul 17, 2019--5--5
Chris YooninTowards Data ScienceVanilla Deep Q NetworksDeep Q Learning Explained6 min read·Jul 15, 2019--2--2
Chris YooninTowards Data ScienceDeep Deterministic Policy Gradients ExplainedReinforcement Learning in Continuous Action Spaces6 min read·Mar 20, 2019--10--10
Chris YooninTowards Data ScienceCan Artificial Intelligence Help Medical Decision Making?A Reinforcement Learning based Intelligent Physician for Chemotherapy Treatment7 min read·Mar 19, 2019----
Chris YooninTowards Data ScienceUnderstanding Actor Critic MethodsPreliminaries6 min read·Feb 6, 2019--38--38
Chris YoonDeriving Policy Gradients and Implementing REINFORCEPolicy gradient methods are ubiquitous in model free reinforcement learning algorithms — they appear frequently in reinforcement learning…4 min read·Dec 30, 2018--19--19