Off-Policy TD Control Q-Learning Networks Randomized Value Functions Random Ensemble Mixture public – 4 min read What is REM? If you have ever heard of machine learning or deep reinforcement learning, you may have come across… Apr 23, 2023 Devin Schumacher
Q-Learning Networks Rainbow DQN public – 3 min read Rainbow DQN: An Improved Learning Algorithm for Reinforcement Learning Reinforcement learning is a subfield of machine learning that deals with… Apr 23, 2023 Devin Schumacher
Q-Learning Networks NoisyNet-DQN public – 3 min read NoisyNet-DQN: A Modification of DQN for Exploration In the field of artificial intelligence, the exploration-exploitation dilemma has always been a… Apr 23, 2023 Devin Schumacher
Q-Learning Networks NoisyNet-Dueling public – 2 min read NoisyNet-Dueling is a modified version of a machine learning algorithm called Dueling Network. The goal of this modification is to… Apr 23, 2023 Devin Schumacher
Q-Learning Networks Ape-X DQN public – 2 min read Ape-X DQN is a new and advanced way of training artificial intelligence to play games. It's made up of two… Apr 23, 2023 Devin Schumacher
Q-Learning Networks Dueling Network public – 2 min read Dueling Network: A Game-Changing AI Technology Have you ever played a video game where you had to make quick decisions… Apr 23, 2023 Devin Schumacher
Q-Learning Networks Double DQN public – 2 min read What is Double DQN? Double Deep Q-Network, commonly known as Double DQN, is an improvement on Q-learning, a popular model-free… Apr 23, 2023 Devin Schumacher
Q-Learning Networks Deep Q-Network public – 1 min read Deep Q-Network, or DQN, is a method that approximates a state-value function in a Q-Learning framework with a neural network.… Apr 23, 2023 Devin Schumacher